149 results on '"John C. Roeske"'
Search Results
2. Characterization of Markerless Tumor Tracking Using the On-Board Imager of a Commercial Linear Accelerator Equipped With Fast-kV Switching Dual-Energy Imaging
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Rakesh Patel, Mathias Lehmann, Murat Surucu, Hassan Mostafavi, L. Cortesi, Roberto Cassetta, Daniel Morf, John C. Roeske, Liangjia Zhu, Adam Wang, Matthew M. Harkenrider, and Maksat Haytmyradov
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,Receiver operating characteristic ,business.industry ,lcsh:R895-920 ,Ranging ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Tracking (particle physics) ,Frame rate ,lcsh:RC254-282 ,Signal ,Linear particle accelerator ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Oncology ,030220 oncology & carcinogenesis ,Medicine ,Scientific Article ,Radiology, Nuclear Medicine and imaging ,business ,Energy (signal processing) ,Biomedical engineering - Abstract
Purpose To describe and characterize fast-kV switching, dual-energy (DE) imaging implemented within the on-board imager of a commercial linear accelerator for markerless tumor tracking (MTT). Methods and Materials Fast-kV switching, DE imaging provides for rapid switching between programmed tube voltages (ie, 60 and 120 kVp) from one image frame to the next. To characterize this system, the weighting factor used for logarithmic subtraction and signal difference-to-noise ratio were analyzed as a function of time and frame rate. MTT was evaluated using a thorax motion phantom and fast kV, DE imaging was compared versus single energy (SE) imaging over 360 degrees of rotation. A template-based matching algorithm was used to track target motion on both DE and SE sequences. Receiver operating characteristics were used to compare tracking results for both modalities. Results The weighting factor was inversely related to frame rate and stable over time. After applying the frame rate–dependent weighting factor, the signal difference-to-noise ratio was consistent across all frame rates considered for simulated tumors ranging from 5 to 25 mm in diameter. An analysis of receiver operating characteristics curves showed improved tracking with DE versus SE imaging. The area under the curve for the 10-mm target ranged from 0.821 to 0.858 for SE imaging versus 0.968 to 0.974 for DE imaging. Moreover, the residual tracking errors for the same target size ranged from 2.02 to 2.18 mm versus 0.79 to 1.07 mm for SE and DE imaging, respectively. Conclusions Fast-kV switching, DE imaging was implemented on the on-board imager of a commercial linear accelerator. DE imaging resulted in improved MTT accuracy over SE imaging. Such an approach may have application for MTT of patients with lung cancer receiving stereotactic body radiation therapy, particularly for small tumors where MTT with SE imaging may fail.
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- 2020
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3. Alpha particle microdosimetry calculations using a shallow neural network
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Peter Wagstaff, Pablo Mínguez Gabiña, Ricardo Mínguez, and John C Roeske
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Cell Nucleus ,Radiological and Ultrasound Technology ,Cell Survival ,Radiology, Nuclear Medicine and imaging ,Neural Networks, Computer ,Alpha Particles ,Monte Carlo Method - Abstract
A shallow neural network was trained to accurately calculate the microdosimetric parameters, 〈z 1〉 and 〈z 1 2〉 (the first and second moments of the single-event specific energy spectra, respectively) for use in alpha-particle microdosimetry calculations. The regression network of four inputs and two outputs was created in MATLAB and trained on a data set consisting of both previously published microdosimetric data and recent Monte Carlo simulations. The input data consisted of the alpha-particle energies (3.97–8.78 MeV), cell nuclei radii (2–10 μm), cell radii (2.5–20 μm), and eight different source-target configurations. These configurations included both single cells in suspension and cells in geometric clusters. The mean square error (MSE) was used to measure the performance of the network. The sizes of the hidden layers were chosen to minimize MSE without overfitting. The final neural network consisted of two hidden layers with 13 and 20 nodes, respectively, each with tangential sigmoid transfer functions, and was trained on 1932 data points. The overall training/validation resulted in a MSE = 3.71 × 10−7. A separate testing data set included input values that were not seen by the trained network. The final test on 892 separate data points resulted in a MSE = 2.80 × 10−7. The 95th percentile testing data errors were within ±1.4% for 〈z 1〉 outputs and ±2.8% for 〈z 1 2〉 outputs, respectively. Cell survival was also predicted using actual versus neural network generated microdosimetric moments and showed overall agreement within ±3.5%. In summary, this trained neural network can accurately produce microdosimetric parameters used for the study of alpha-particle emitters. The network can be exported and shared for tests on independent data sets and new calculations.
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- 2021
4. The Impact of Transitioning to Prospective Contouring and Planning Rounds as Peer Review
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Alec M. Block, Murat Surucu, Jennifer Price, Abhishek A. Solanki, Amishi Bajaj, William Small, and John C. Roeske
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,medicine.medical_specialty ,lcsh:R895-920 ,medicine.medical_treatment ,Brachytherapy ,Computed tomography ,lcsh:RC254-282 ,Radiosurgery ,030218 nuclear medicine & medical imaging ,Treatment and control groups ,03 medical and health sciences ,0302 clinical medicine ,Chart ,Standard care ,medicine ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Radiation treatment planning ,Contouring ,medicine.diagnostic_test ,business.industry ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Oncology ,030220 oncology & carcinogenesis ,Safety ,business - Abstract
Purpose Our peer-review program previously consisted of weekly chart rounds performed before the end of the first week of treatment. In order to perform peer review before the start of treatment when possible, we implemented daily prospective contouring and planning rounds (CPR). Methods and materials At the time of computed tomography simulation, patients were categorized by the treating physician into 5 treatment groups based on urgency and complexity (ie, standard, urgent, palliative nonemergent, emergent, and special procedures). A scoring system was developed to record the outcome of case presentations, and the results of the CPR case presentations were compared with the time period 2.5 years before CPR implementation, for which peer review was performed retrospectively. Results CPR was implemented on October 1, 2015, and a total of 4759 patients presented for care through May 31, 2018. The majority were in the standard care path (n = 3154; 66.3%). Among the remainder of the charts, 358 (7.5%), 430 (9.0%), and 179 (3.8%) cases were in the urgent, nonemergent palliative, and emergent care paths, respectively. The remaining patients were in the special procedures group, representing brachytherapy and stereotactic radiosurgery. A total of 125 patients (2.6%) required major changes and were re-presented after the suggested modifications, 102 patients (2.1%) had minor recommendations that did not require a repeat presentation, and 247 cases (5.2%) had minor documentation-related recommendations that did not require editing of the contours. In the 2.5 years before the implementation, records of a total of 1623 patients were reviewed, and only 9 patients (0.6%) had minor recommendation for change. The remainder was noted as complete agreement. Conclusions Contouring and planning rounds were successfully implemented at our clinic. Pretreatment and, most often, preplanning review of contours and directives allows for a more detailed review and changes to be made early on in the treatment planning process. When compared with historical case presentations, the CPR method made our peer review more thorough and improved standardization.
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- 2019
5. Initial Clinical Evaluation of Fast-kV Dual Energy Imaging for Markerless Tumor Tracking of Lung Tumors in Stereotactic Body Radiation Therapy (SBRT)
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Matthew M. Harkenrider, M. Kaur, Mathias Lehmann, Daniel Morf, L. Cortesi, P. Wagstaff, John C. Roeske, Hyejoo Kang, Liangjia Zhu, and Hassan Mostafavi
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Cancer Research ,Radiation ,medicine.diagnostic_test ,Dual energy ,business.industry ,Stereotactic body radiation therapy ,Subtraction ,Tracking (particle physics) ,Linear particle accelerator ,Tracking error ,Oncology ,medicine ,Tumor tracking ,Fluoroscopy ,Radiology, Nuclear Medicine and imaging ,business ,Nuclear medicine - Abstract
PURPOSE/OBJECTIVE(S) Dual energy (DE) fluoroscopy is being considered for markerless tumor tracking (MTT) of lung tumors. The principal advantage of this technique is that it can be used to remove overlaying bony anatomy, and hence improve the tracking accuracy vs. single energy (SE) fluoroscopy. Previous studies using phantoms have demonstrated the superiority of DE vs. SE imaging for MTT. The goal of this study is to clinically evaluate MTT with fast-kV switching DE imaging on a cohort of SBRT lung cancer patients using the on-board imager (OBI) of a commercial linear accelerator. MATERIALS/METHODS In this Institutional Review Board (IRB)-approved prospective study, DE images were acquired for 10 SBRT lung cancer patients. For each patient, DE images were obtained over 180o arc using fast-kV switching implemented on the OBI of a commercial linear accelerator. This fast-kV switching technique produced x-ray pulses that alternate between programmed tube voltages (i.e., 120 and 60 kVp) at a rate of 15 Hz. Weighted logarithmic subtraction was performed offline on consecutive high-low energy projections to produce soft tissue images. For comparison, SE image sequences were obtained by using the 120 kVp images. Separately, a template was derived from the contoured gross tumor volume (GTV) on the CT simulation scan. A template-based matching algorithm was then used to track target motion on both DE and SE image sequences. Successful matching was defined as any instance in which the algorithm matched the template on the respective fluoroscopic image. Ground truth positions were estimated from both the DE and SE images using Bayesian inference. RESULTS A total of 2278 SE and DE image frames were analyzed. DE imaging resulted in significantly improved tracking vs. SE on 884/2278 (38.8%) of image frames. In those frames, the average tracking error was 1.78 +/- 2.02 mm vs. 2.21 +/- 2.38 mm, for DE vs. SE imaging, respectively (P 0.7 mm. No correlation was observed between tumor volume/location and improved tracking accuracy with DE imaging. Additionally, the fraction of images that could not be tracked with SE was 91/2278 (4.0%). The addition of DE imaging decreased this number to 33/2278 (1.4%) (P < 0.001). CONCLUSION This is the first prospective study to evaluate fast-kV switching DE imaging for MTT in a cohort of SBRT lung cancer patients. This study has demonstrated that by removal of overlapping bony anatomy, DE imaging increases tracking accuracy and decreases the number of images where tracking fails. Future work includes optimization of template parameters to further improve DE tracking accuracy.
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- 2021
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6. Machine Learning Classifier Using Pretreatment Factors to Predict Radiation Pneumonitis Following Stereotactic Body Radiation Therapy for Lung Cancer
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E. Ness, M. Kaur, P. Wagstaff, John C. Roeske, A.A. Harris, and Matthew M. Harkenrider
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Cancer Research ,medicine.medical_specialty ,Radiation ,Multivariate analysis ,business.industry ,medicine.medical_treatment ,Overfitting ,Logistic regression ,Linear discriminant analysis ,medicine.disease ,Radiation therapy ,Naive Bayes classifier ,Oncology ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiology ,False positive rate ,business ,Pneumonitis - Abstract
Purpose/Objective(s) Symptomatic radiation pneumonitis (RP) is a common cause of treatment related toxicity in patients receiving radiation therapy for lung cancer. Machine learning techniques have been utilized to determine predictors of RP, but most of these models have used dosimetric features to generate results. The identification of pretreatment factors related to the development of symptomatic RP and implementation of these factors into a machine learning model would be clinically useful to guide treatment decisions, risk estimation, and risk reduction of development of symptomatic RP. Materials/Methods We retrospectively reviewed data from 278 lung cancer patients that underwent stereotactic body radiation therapy (SBRT). Pretreatment factors including patient demographics, pulmonary function data, and tumor characteristics were previously analyzed for the development of symptomatic RP, defined as CTCAE v4.0 ≥ Grade 2. A programming environment was used to generate classification machine learning models based on this dataset. Models were tested for accuracy in classification, area-under-the-curve (AUC), and special attention was paid to the false negative rate. The performance of several different algorithms using various combinations of predictors was evaluated including Decision Trees, Discriminant Analysis, Logistic Regression, Naive Bayes Classifiers, Support Vector Machines, Nearest Neighbor Classifiers and Ensemble Classifiers. Each model utilized 5-fold cross-validation to prevent overfitting. Results Of the 278 patients receiving SBRT, 42 patients (15.1%) developed symptomatic RP. A RUSBoosted Trees Ensemble Classifier was found to be the most accurate model tested. Features identified as significant risk factors for symptomatic RP in prior univariate and multivariate analyses were found to be the most important predictors in the machine learning models tested. These features included prior radiation treatment to the thorax or lung resection, location of tumor in the right lower lobe, a higher T Stage and age. When this model was used to classify cases of symptomatic RP, it had an AUC of 0.86 and an accuracy of 87%, correctly predicting 36 out of 42 pneumonitis cases. The model had a false negative rate of 14% and false positive rate of 13%. Conclusion A machine learning model was developed to identify pretreatment factors predictive of symptomatic RP. The advantage of this model when compared to others with a similar goal is that it depends solely on pretreatment factors, and therefore could be applied in a clinical setting prior to radiation therapy. Next steps include testing with an independent dataset to confirm the model's accuracy and prospective studies to verify the model's clinical utility.
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- 2021
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7. Fully automated planning and delivery of hippocampal-sparing whole brain irradiation
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John C. Roeske, I Rusu, Abhishek A. Solanki, and Hyejoo Kang
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Organs at Risk ,Radiological and Ultrasound Technology ,business.industry ,Brain Neoplasms ,Radiotherapy Planning, Computer-Assisted ,Truebeam ,Whole brain irradiation ,Radiotherapy Dosage ,Hippocampus ,Multileaf collimator ,Oncology ,Fully automated ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiotherapy, Intensity-Modulated ,Photon beam ,business ,Radiation treatment planning ,Nuclear medicine ,Previously treated ,Medical systems - Abstract
The goal of this study is to fully automate the treatment planning and delivery process of hippocampal-sparing whole brain irradiation (HS-WBRT) by combining a RapidPlan (RP) knowledge-based planning model and HyperArc (HA) technology. Additionally, this study compares the dosimetric performance of RapidPlan-HyperArc (RP-HA) treatment plans with RP plans and volumetric modulated arc therapy (VMAT) plans. Ten patients previously treated with HS-WBRT using conventional VMAT were re-planned using RP-HA technique and RP model for HS-WBRT. Treatment plans were generated for 30Gy in 3Gy fractions using 6MV photon beam on a TrueBeam linear accelerator (Varian Medical Systems, Palo Alto, CA) equipped with high definition multileaf collimator (HDMLC). Target coverage, homogeneity index (HI), Paddick Conformity index (CI), dose to organs-at-risk (OARs) provided by the 3 planning modalities were compared, and a paired t-test was performed. Total number of monitor units (MU), effective planning time and beam-on-time time were reported and evaluated for each plan. RP-HA plans achieved on average a 4% increase in D98% of PTV, a 26% improvement in HI, a 2.3% increase in CI, when compared to RP plans. Furthermore, RP-HA plans provided on average 11% decrease in D100% of hippocampi when compared to VMAT plans. All RP-HA plans were generated in less than 30 minutes while RP plans took 40 minutes and VMAT plans required on average 9 hours to complete. Regarding beam-on-time time, it was estimated that RP-HA plans take on average 5 minutes to deliver while RP and VMAT plans require 6.5 and 10 minutes, respectively. RP-HA method provides fully automated planning and delivery for HS-WBRT. The auto-generated plans together with automated treatment delivery allow standardization of plan quality, increased efficiency and ultimately improved patient care.
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- 2021
8. Dosimetric assessment of brass mesh bolus and transparent polymer-gel type bolus for commonly used breast treatment delivery techniques
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Sabrina Hoffman, Courtney Hentz, Hyejoo Kang, John C. Roeske, William Small, and Derek A. Fiedler
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Radiological and Ultrasound Technology ,Dose enhancement ,business.industry ,Polymers ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Breast treatment ,Surgical Mesh ,Skin dose ,Volumetric modulated arc therapy ,Imaging phantom ,Zinc ,Oncology ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Polymer gel ,Radiotherapy, Intensity-Modulated ,Conformal radiation ,business ,Nuclear medicine ,Bolus (radiation therapy) ,Copper - Abstract
We investigated skin dose enhancements of brass mesh bolus (BMB) and a recently developed transparent polymer-gel bolus (PGB) for clinically relevant breast treatment delivery techniques. The dose enhancement of the breast surface with BMB and PGB were compared to that of tissue-equivalent bolus. Three breast treatment plans were generated on CT scans of an anthropomorphic chest phantom: tangential step-and-shoot 3D conformal (3DCRT) planned using Field-in-Field (FiF), tangential sliding-window 3DCRT using Electronic Compensator (EC), and volumetric modulated arc therapy (VMAT). All plans were created using 6 MV photons and a prescription dose (Rx) of 180 cGy per fraction. Skin doses of all 3 plans were measured with radiochromic films, separately delivered in triplicate. Each plan was delivered to the phantom without bolus, and then with BMB (1 or 2 layers; 3 or 10 mm tissue-equivalent), PGB, and Superflab (3, 5, and 10 mm tissue-equivalent). Doses were determined by reading the radiochromic films with a flatbed scanner, and analyzing the images using a calibration curve for each specific batch. For all bolus types and plans, surface doses averaged over the 3 measurements were between 88.4% and 107.4% of Rx. Without bolus, average measured skin doses were between 51.2% and 64.2% of Rx. Skin doses with BMB and PGB were comparable to that with tissue-equivalent bolus. Over all 3 treatment delivery techniques, using BMB resulted in average skin doses of 92.8% and 102.1% for 1- and 2 layers, respectively, and using PGB results in average skin doses of 94.8%, 98.2%, and 99.7% for 3, 5, and 10-mm tissue-equivalent, respectively. The average measured skin doses with BMB and PGB agreed within ± 3% compared to the tissue-equivalent thickness bolus. We concluded that BMB and PGB are clinically equivalent in skin dose enhancement for breast treatment as the 3, 5, and 10 mm tissue-equivalent bolus.
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- 2020
9. A Medicare cost analysis of MRI- versus CT-based high-dose-rate brachytherapy of the cervix: Can MRI-based planning be less costly?
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Brendan Martin, Grant Harmon, Andre Konski, Matthew M. Harkenrider, John Weaver, John C. Roeske, Amishi Bajaj, Murat Surucu, William Small, and Michael Mysz
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medicine.medical_specialty ,Sedation ,medicine.medical_treatment ,Brachytherapy ,Conscious Sedation ,Uterine Cervical Neoplasms ,Medicare ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Interquartile range ,Physicians ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Hospital Costs ,Cervix ,health care economics and organizations ,Cervical cancer ,business.industry ,Radiotherapy Planning, Computer-Assisted ,medicine.disease ,Magnetic Resonance Imaging ,United States ,High-Dose Rate Brachytherapy ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Costs and Cost Analysis ,Cost analysis ,Female ,Dose Fractionation, Radiation ,Implant ,Radiology ,Deep Sedation ,medicine.symptom ,Tomography, X-Ray Computed ,business - Abstract
While some institutions deliver multiple fractions per implant for MRI-based planning, it is common for only one fraction to be delivered per implant with CT-based cervical brachytherapy. The purpose of this study was to compare physician costs, hospital costs, and overall costs for cervical cancer patients treated with either CT-based or MRI-based high-dose-rate (HDR) cervical brachytherapy to determine if MRI-based brachytherapy as described can be financially feasible.We identified 40 consecutive patients treated with curative intent cervical brachytherapy. Twenty patients underwent CT-based HDR brachytherapy with five fractions delivered in five implants on nonconsecutive days in an outpatient setting with the first implant placed with a Smit sleeve under general anesthesia. Twenty patients received MRI-based HDR brachytherapy with four fractions delivered in two implants, each with MRI-based planning, performed 1-2 weeks apart with an overnight hospital admission for each implant. We used Medicare reimbursements to assess physician costs, hospital costs, and overall cost.The median cost of MRI-based brachytherapy was $14,248.75 (interquartile range [IQR]: $13,421.32-$15,539.74), making it less costly than CT-based brachytherapy with conscious sedation (i.e., $18,278.85; IQR: $17,323.13-$19,863.03, p0.0001) and CT-based brachytherapy with deep sedation induced by an anesthesiologist (i.e., $27,673.44; IQR: $26,935.14-$29,511.16, p0.0001). CT-based brachytherapy with conscious sedation was more costly than CT-based brachytherapy with deep sedation (p0.001).MRI-based brachytherapy using the described treatment course was less costly than both methods of CT-based brachytherapy. Cost does not need to be a barrier for MRI-based cervical brachytherapy, especially when delivering multiple fractions with the same application.
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- 2018
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10. How one institution overcame the challenges to start an MRI-based brachytherapy program for cervical cancer
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Margaret Liotta, Ari Goldberg, Murat Surucu, Matthew M. Harkenrider, Michael Mysz, Ronald K. Potkul, Amishi Bajaj, Bonnie Chinsky, Steven M. Shea, Joseph H. Yacoub, William Small, Abbie M. Wood, and John C. Roeske
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medicine.medical_specialty ,cervical cancer ,medicine.medical_treatment ,Brachytherapy ,brachytherapy ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,lcsh:Medicine ,Context (language use) ,Patient care ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Image based brachytherapy ,Cervical cancer ,Review Paper ,medicine.diagnostic_test ,business.industry ,lcsh:R ,Magnetic resonance imaging ,medicine.disease ,Workflow ,Oncology ,Treatment delivery ,030220 oncology & carcinogenesis ,image-based brachytherapy ,business ,MRI - Abstract
Purpose : Adaptive magnetic resonance imaging (MRI)-based brachytherapy results in improved local control and decreased high-grade toxicities compared to historical controls. Incorporating MRI into the workflow of a department can be a major challenge when initiating an MRI-based brachytherapy program. This project aims to describe the goals, challenges, and solutions when initiating an MRI-based cervical cancer brachytherapy program at our institution. Material and methods : We describe the 6-month multi-disciplinary planning phase to initiate an MRI-based brachytherapy program. We describe the specific challenges that were encountered prior to treating our first patient. Results : We describe the solutions that were realized and executed to solve the challenges that we faced to establish our MRI-based brachytherapy program. We emphasize detailed coordination of care, planning, and communication to make the workflow feasible. We detail the imaging and radiation physics solutions to safely deliver MRI-based brachytherapy. The focus of these efforts is always on the delivery of optimal, state of the art patient care and treatment delivery within the context of our available institutional resources. Conclusions : Previous publications have supported a transition to MRI-based brachytherapy, and this can be safely and efficiently accomplished as described in this manuscript.
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- 2017
11. Fast-switching dual energy cone beam computed tomography using the on-board imager of a commercial linear accelerator
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John C. Roeske, Rakesh Patel, Daniel Morf, Dieter Seghers, Maksat Haytmyradov, L. Cortesi, Mathias Lehmann, Hassan Mostafavi, Murat Surucu, Adam Wang, and Roberto Cassetta
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Physics ,Cone beam computed tomography ,Radiological and Ultrasound Technology ,business.industry ,Phantoms, Imaging ,Attenuation ,Image processing ,Iterative reconstruction ,Cone-Beam Computed Tomography ,Imaging phantom ,Article ,030218 nuclear medicine & medical imaging ,Root mean square ,03 medical and health sciences ,0302 clinical medicine ,Optics ,030220 oncology & carcinogenesis ,Hounsfield scale ,Image noise ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Particle Accelerators ,business ,Algorithms - Abstract
PURPOSE: To evaluate fast-kV switching (FS) dual energy (DE) cone beam computed tomography (CBCT) using the on-board imager (OBI) of a commercial linear accelerator to produce virtual monoenergetic (VM) and relative electron density (RED) images. METHODS: Using an polynomial attenuation mapping model, CBCT phantom projections obtained at 80 and 140 kVp with FS imaging, were decomposed into equivalent thicknesses of aluminum (Al) and polymethyl methacrylate (PMMA). All projections were obtained with the titanium foil and bowtie filter in place. Basis material projections were then recombined to create VM images by using the linear attenuation coefficients at the specified energy for each material. Similarly, RED images were produced by replacing the linear attenuation values of Al and PMMA by their respective relative electron density (RED) values in the projection space. VM and RED images were reconstructed using Feldkamp-Davis-Kress (FDK) and an iterative algorithm (iCBCT, Varian Medical Systems). Hounsfield units (HU), contrast-to-noise ratio (CNR) and RED values were compared against known values. RESULTS: The results after VM-CBCT production showed good material decomposition and consistent HU(VM) values, with measured root mean square errors (RMSE) from theoretical values, after FDK reconstruction, of 20.5, 5.7, 12.8 and 21.7 HU for 50, 80, 100 and 150 keV, respectively. The largest CNR improvements, when compared to polychromatic images, were observed for the 50 keV VM images. Image noise was reduced up to 28% in the VM-CBCT images after iterative image reconstruction. Relative electron density values measured for our method resulted in a mean percentage error of 0.0 ± 1.8%. CONCLUSIONS: This study describes a method to generate VM-CBCT and RED images using FS-DE scans obtained using the OBI of a linac, including the effects of the bowtie filter. The creation of VM and RED images increases the dynamic range of CBCT images, and provides additional data that may be used for adaptive radiotherapy, and on table verification for radiotherapy treatments.
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- 2019
12. A Novel Phantom for Characterization of Dual Energy Imaging Using an On-Board Imaging System
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Matthew M. Harkenrider, Hassan Mostafavi, Maksat Haytmyradov, Adam Wang, Murat Surucu, Rakesh Patel, and John C. Roeske
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Materials science ,Planar Imaging ,Lung Neoplasms ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,Noise reduction ,Movement ,Visibility (geometry) ,Subtraction ,Signal-To-Noise Ratio ,Imaging phantom ,Article ,030218 nuclear medicine & medical imaging ,Radiography ,03 medical and health sciences ,0302 clinical medicine ,Match moving ,Signal-to-noise ratio (imaging) ,030220 oncology & carcinogenesis ,Humans ,Radiology, Nuclear Medicine and imaging ,Particle Accelerators ,Energy (signal processing) ,Biomedical engineering - Abstract
Dual-energy (DE) imaging using planar imaging with an on-board imager (OBI) is being considered in radiotherapy. We describe here a custom phantom designed to optimize DE imaging parameters using the OBI of a commercial linear accelerator. The phantom was constructed of lung-, tissue- and bone-equivalent material slabs. Five simulated tumors located at two different depths were encased in the lung-equivalent materials. Two slabs with bone-equivalent material inserts were constructed to simulate ribs, which overlap the simulated tumors. DE bone suppression was performed using a weighted logarithmic subtraction based on an iterative method that minimized the contrast between simulated bone- and lung-equivalent materials. The phantom was subsequently used to evaluate different combinations of high-low kV x-ray pairs of images based on the signal-difference-to-noise ratio (SDNR) metric. The results show a strong correlation between tumor visibility and selected energy pairs, where higher energy separation leads to larger SDNR values. To evaluate the effect of image post-processing methods on tumor visibility, an anti-correlated noise reduction (ACNR) technique and adaptive kernel scatter correction method were applied to subsequent DE images. Application of the ACNR technique approximately doubled the SDNR values, hence increasing tumor visibility, while scatter correction had little effect on SDNR values. This phantom allows for quick image acquisition and optimization of imaging parameters and weighting factors. Optimized DE imaging increases soft tissue visibility and may allow for markerless motion tracking of lung tumors.
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- 2019
13. Microdosimetry-based determination of tumour control probability curves for treatments with 225Ac-PSMA of metastatic castration resistant prostate cancer
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Alfonso Gómez de Iturriaga, Emilia Rodeño, Pablo Mínguez Gabiña, Ricardo Mínguez, and John C. Roeske
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Radiological and Ultrasound Technology ,business.industry ,Chemistry ,Castration resistant ,medicine.disease ,030218 nuclear medicine & medical imaging ,Lesion ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,030220 oncology & carcinogenesis ,Absorbed dose ,medicine ,Relative biological effectiveness ,Radiology, Nuclear Medicine and imaging ,Radiosensitivity ,medicine.symptom ,Nuclear medicine ,business ,α particles ,Single cycle - Abstract
We performed Monte Carlo simulations in order to determine, by means of microdosimetry calculations, tumour control probability (TCP) curves for treatments with 225Ac-PSMA of metastatic castration resistant prostate cancer (mCRPC). Realistic values of cell radiosensitivity, nucleus size and lesion size were used for calculations. As the cell radiosensitivity decreased, the nucleus size decreased and the lesion size increased, the absorbed dose to reach a given TCP increased. The widest variations occurred with regard to the cell radiosensitivity. For the Monte Carlo simulations, in order to address a non-uniform PSMA expression, different 225Ac-PSMA distributions were considered. The effect of these different PSMA distributions resulted in small variations in the TCP curves (maximum variation of 5%). Absorbed doses to reach a TCP of 0.9 for a uniform 225Ac-PSMA distribution, considering a relative biological effectiveness (RBE) of 5, ranged between 35.0 Gy and 116.5 Gy. The lesion absorbed doses per administered activity reported in a study on treatments with 225Ac-PSMA of mCRPC ranged between 1.3 Gy MBq−1 and 9.8 Gy MBq−1 for a RBE = 5. For a 70 kg-patient to whom 100 kBq kg−1 of 225Ac-PSMA are administered, the range of lesion absorbed doses would be between 9.1 Gy and 68.6 Gy. Thus, for a single cycle of 100 kBq kg−1, a number of lesions would not receive an absorbed dose high enough to reach a TCP of 0.9.
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- 2020
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14. Markerless Tumor Tracking using Short Arc Digital Tomosynthesis With Fast-kV Switching Dual Energy Imaging
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Hassan Mostafavi, Liangjia Zhu, Matthew M. Harkenrider, L. Cortesi, John C. Roeske, F.R. Cassetta, Daniel Morf, and Rakesh Patel
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Arc (geometry) ,Cancer Research ,Radiation ,Oncology ,Dual energy ,business.industry ,Tumor tracking ,Medicine ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Artificial intelligence ,business ,Tomosynthesis - Published
- 2020
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15. Transitioning From a Low-Dose-Rate to a High-Dose-Rate Prostate Brachytherapy Program: Comparing Initial Dosimetry and Improving Workflow Efficiency Through Targeted Interventions
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Ahpa Plypoo, Abhishek A. Solanki, William Small, Brendan Martin, Julius Pawlowski, Murat Surucu, Courtney Hentz, Hyejoo Kang, Matthew M. Harkenrider, Michael Mysz, Amishi Bajaj, John C. Roeske, Kristin G. Baldea, Gopal N. Gupta, Rakesh Patel, Robert C. Flanigan, Ahmer Farooq, and Mark Korpics
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medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Brachytherapy ,Retrospective cohort study ,Targeted interventions ,030218 nuclear medicine & medical imaging ,Genitourinary Cancer ,03 medical and health sciences ,0302 clinical medicine ,Workflow ,Oncology ,030220 oncology & carcinogenesis ,medicine ,Dosimetry ,Radiology, Nuclear Medicine and imaging ,Medical physics ,business ,Dose rate ,Radiation treatment planning ,Prostate brachytherapy - Abstract
Purpose We transitioned from a low-dose-rate (LDR) to a high-dose-rate (HDR) prostate brachytherapy program. The objective of this study was to describe our experience developing a prostate HDR program, compare the LDR and HDR dosimetry, and identify the impact of several targeted interventions in the HDR workflow to improve efficiency. Methods and Materials We performed a retrospective cohort study of patients treated with LDR or HDR prostate brachytherapy. We used iodine-125 seeds (145 Gy as monotherapy, and 110 Gy as a boost) and preoperative planning for LDR. For HDR, we used iridium-192 (13.5 Gy × 2 as monotherapy and 15 Gy × 1 as a boost) and computed tomography–based planning. Over the first 18 months, we implemented several targeted interventions into our HDR workflow to improve efficiency. To evaluate the progress of the HDR program, we used linear mixed-effects models to compare LDR and HDR dosimetry and identify changes in the implant procedure and treatment planning durations over time. Results The study cohort consisted of 122 patients (51 who received LDR and 71 HDR). The mean D90 was similar between patients who received LDR and HDR (P = .28). HDR mean V100 and V95 were higher (P < .0001), but mean V200 and V150 were lower (P < .0001). HDR rectum V100 and D1cc were lower (P < .0001). The HDR mean for the implant procedure duration was shorter (54 vs 60 minutes; P = .02). The HDR mean for the treatment planning duration dramatically improved with the implementation of targeted workflow interventions (3.7 hours for the first quartile to 2.0 hours for the final quartile; P < .0001). Conclusions We successfully developed a prostate HDR brachytherapy program at our institution with comparable dosimetry to our historic LDR patients. We identified several targeted interventions that improved the efficiency of treatment planning. Our experience and workflow interventions may help other institutions develop similar HDR programs.
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- 2018
16. Can MRI-only replace MRI-CT planning with a titanium tandem and ovoid applicator?
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Matthew M. Harkenrider, Michael Mysz, Kelly Ryan, Murat Surucu, Steven M. Shea, John C. Roeske, William Small, Rakesh Patel, Bonnie Chinsky, and Abbie M. Wood
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Organs at Risk ,medicine.medical_treatment ,Brachytherapy ,Urinary Bladder ,Planning target volume ,Rectum ,Uterine Cervical Neoplasms ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Colon, Sigmoid ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Aged ,Titanium ,Ct planning ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Middle Aged ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Ovoid ,Female ,Nuclear medicine ,business ,Tomography, X-Ray Computed ,A titanium - Abstract
Purpose/Objective(s) To evaluate dosimetric differences between MRI-only and MRI-CT planning with a titanium tandem and ovoid applicator to determine if all imaging and planning goals can be achieved with MRI only. Materials/Methods We evaluated 10 patients who underwent MRI-CT-based cervical brachytherapy with a titanium tandem and ovoid applicator. High-risk clinical target volume and organs at risk were contoured on the 3D T2 MRI, which were transferred to the co-registered CT, where the applicator was identified. Retrospectively, three planners independently delineated the applicator on the axial 3D T2 MRI while blinded to the CT. Identical dwell position times in the delivered plan were loaded. Dose-volume histogram parameters were compared to the previously delivered MRI-CT plan. Results There were no significant differences in dose to D90 or D98 of the high-risk clinical target volume with MRI vs. MRI-CT planning. MRI vs. MRI-CT planning resulted in mean D0.1cc bladder of 8.8 ± 3.4 Gy vs. 8.5 ± 3.2 Gy (p = 0.29) and D2cc bladder of 6.2 ± 1.4 Gy vs. 6.0 ± 1.4 Gy (p = 0.33), respectively. Mean D0.1cc rectum was 5.7 ± 1.2 Gy vs. 5.3 ± 1.2 Gy (p = 0.03) and D2cc rectum 4.0 ± 0.8 Gy vs. 4.2 ± 1.0 Gy (p = 0.18), respectively. Mean D0.1cc sigmoid was 5.2 ± 1.3 Gy vs. 5.4 ± 1.6 Gy (p = 0.23) and D2cc sigmoid 3.9 ± 1.0 Gy vs. 4.0 ± 1.1 Gy (p = 0.18), respectively. Conclusion There were no clinically significant dosimetric differences between the MRI and MRI-CT plans. This study demonstrates that cervical brachytherapy with a titanium applicator can be planned with MRI alone, which is now our clinical standard.
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- 2018
17. Markerless Tumor Tracking using Fast-kV Switching Dual Energy Imaging with the On-Board Imager of a Commercial Linac
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Daniel Morf, L. Cortesi, Maksat Haytmyradov, F.R. Cassetta, Rakesh Patel, John C. Roeske, Matthew M. Harkenrider, Adam Wang, Liangjia Zhu, Murat Surucu, and Hassan Mostafavi
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On board ,Cancer Research ,Radiation ,Oncology ,Dual energy ,business.industry ,Tumor tracking ,Medicine ,Radiology, Nuclear Medicine and imaging ,business ,Linear particle accelerator ,Computer hardware - Published
- 2019
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18. Early outcomes and impact of a hybrid IC/IS applicator for a new MRI-based cervical brachytherapy program
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William Small, Michael Mysz, John C. Roeske, Grant Harmon, Ari Goldberg, Steven M. Shea, Margaret Liotta, Joseph H. Yacoub, Matthew M. Harkenrider, Murat Surucu, Abigail Winder, and Ronald K. Potkul
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Adult ,Organs at Risk ,medicine.medical_treatment ,Brachytherapy ,Urinary Bladder ,Planning target volume ,Rectum ,Uterine Cervical Neoplasms ,Radiation Dosage ,Disease-Free Survival ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Colon, Sigmoid ,Medicine ,Dosimetry ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Aged ,Cervical cancer ,Aged, 80 and over ,Centimeter ,Pelvic control ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Significant difference ,Radiotherapy Dosage ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Survival Rate ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Female ,business ,Nuclear medicine ,Learning Curve - Abstract
Purpose The purpose of this study was to report early outcomes and assess the learning curve in a new MRI-based cervical brachytherapy program. Methods We accrued 33 patients prospectively, and only patients with ≥3 months' followup (n = 27) were assessed for disease control and toxicity. Eras were defined as first half and second half for the intracavitary (IC)-only era (n = 13 each), and the intracavitary/interstitial (IC/IS) era was separated by difference in applicator availability (n = 7). Dose to 90% of the high-risk clinical target volume (D90 HR-CTV) and minimum dose to the maximally irradiated 2 cubic centimeters (D2cc) to organs at risk were used to assess dosimetry. Statistics were performed with t tests and Kaplan–Meier method. Results Median followup was 14.7 months. Median treatment duration was 50.5 vs. 57 days for patients treated with external beam radiation therapy at our institution vs. an outside institution (p = 0.03). One-year local control, noncervical pelvic control, distant metastasis–free rate, and overall survival were 84.0%, 96.0%, 78.5%, and 91.3%, respectively. When comparing the first half and second half eras of IC only, there were no differences in median D90 HR-CTV or D2cc of the bladder, rectum, or sigmoid. Comparing the entire IC era to the IC/IS era, median D90 HR-CTV trended higher from 88.0 Gy to 92.9 Gy (p = 0.11). D2cc rectum decreased from 69.3 Gy to 62.6 Gy (p = 0.01), and D2cc bladder trended lower from 87.5 Gy to 83.6 Gy (p = 0.09). Conclusions There was no significant difference between the first half and second half eras with IC-only MRI-based brachytherapy. Incorporation of an IC/IS applicator generated the greatest dosimetric improvement. Early results of the MRI-based brachytherapy program are favorable.
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- 2017
19. A Team Approach to Commissioning Online MRI-Guided Adaptive Radiotherapy
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K. Stoeckigt, Tamer Refaat, E.A. Omari, Raymond B. Wynn, Anil Sethi, J. Ingram, and John C. Roeske
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Cancer Research ,medicine.medical_specialty ,Radiation ,Oncology ,business.industry ,Project commissioning ,medicine ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Adaptive radiotherapy ,business ,Mri guided - Published
- 2019
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20. Significance of Clinical and Radiomic Parameters in Predicting Tumor Volume Change in Head and Neck Radiotherapy
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F. Cozzi, Bahman Emami, Murat Surucu, Alec M. Block, John C. Roeske, and I. Mescioglu
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Cancer Research ,medicine.medical_specialty ,Radiation ,Oncology ,Head and neck radiotherapy ,business.industry ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiology ,Volume change ,business - Published
- 2019
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21. Clinical Implementation and Validation of MR-only planning in Adaptive RT
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E.A. Omari, Tamer Refaat, Edward Melian, Anil Sethi, Raymond B. Wynn, John C. Roeske, and T. Beebe
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Cancer Research ,medicine.medical_specialty ,Radiation ,Oncology ,business.industry ,Medicine ,Radiology, Nuclear Medicine and imaging ,Medical physics ,business - Published
- 2019
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22. Dual Energy CBCT Methods to Produce RED, Zeff and Proton RSP Images Using the On-Board Imager of a Linear Accelerator
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Adam Wang, Maksat Haytmyradov, F.R. Cassetta, John C. Roeske, and Rakesh Patel
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On board ,Cancer Research ,Radiation ,Optics ,Oncology ,Dual energy ,Proton ,business.industry ,Medicine ,Radiology, Nuclear Medicine and imaging ,business ,Linear particle accelerator - Published
- 2019
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23. Dual energy imaging using a clinical on-board imaging system
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Suneel Nagda, T.S. Bray, F. Syeda, Mark A. Hoggarth, John C. Roeske, J. Luce, and Alec M. Block
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Radiological and Ultrasound Technology ,Dual energy ,Phantoms, Imaging ,business.industry ,Subtraction ,High density ,Imaging phantom ,Visualization ,Subtraction Technique ,Feasibility Studies ,Medicine ,Radiology, Nuclear Medicine and imaging ,Tomography ,Imaging technique ,Tomography, X-Ray Computed ,business ,Nuclear medicine ,On board imaging - Abstract
Dual energy (DE) imaging consists of obtaining kilovoltage (kV) x-ray images at two different diagnostic energies and performing a weighted subtraction of these images. A third image is then produced that highlights soft tissue. DE imaging has been used by radiologists to aid in the detection of lung malignancies. However, it has not been used clinically in radiotherapy. The goal of this study is to assess the feasibility of performing DE imaging using a commercial on-board imaging system. Both a simple and an anthropomorphic phantom were constructed for this analysis. Planar kV images of the phantoms were obtained using varied imaging energies and mAs. Software was written to perform DE subtraction using empirically determined weighting factors. Tumor detectability was assessed quantitatively using the signal-difference-to-noise ratio (SDNR). Overall DE subtraction suppressed high density objects in both phantoms. The optimal imaging technique, providing the largest SDNR with a dose less than our reference technique was 140 kVp, 1.0 mAs and 60 kVp, 3.2 mAs. Based on this analysis, DE subtraction imaging is feasible using a commercial on-board imaging system and may improve the visualization of tumors in lung cancer patients undergoing image-guided radiotherapy.
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- 2013
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24. Evaluation of a template-based algorithm for markerless lung tumour localization on single- and dual-energy kilovoltage images
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Matthew M. Harkenrider, Murat Surucu, Alec M. Block, John C. Roeske, and Rakesh Patel
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Lung Neoplasms ,Computer science ,Radiography ,030218 nuclear medicine & medical imaging ,Pattern Recognition, Automated ,03 medical and health sciences ,0302 clinical medicine ,Image Processing, Computer-Assisted ,Mean vector ,Humans ,Radiology, Nuclear Medicine and imaging ,Lung ,Blossom algorithm ,Dual energy ,Full Paper ,business.industry ,Centroid ,Reproducibility of Results ,General Medicine ,Gross tumor volume ,030220 oncology & carcinogenesis ,Template based ,Lung tumours ,business ,Nuclear medicine ,Algorithm ,Algorithms - Abstract
To evaluate a template-based matching algorithm on single-energy (SE) and dual-energy (DE) radiographs for markerless localization of lung tumours.A total of 74 images from 17 patients with Stages IA-IV lung cancer were considered. At the time of radiotherapy treatment, gated end-expiration SE radiographs were obtained at 60 and 120 kVp at different gantry angles (33° anterior and 41° oblique), from which soft-tissue-enhanced DE images were created. A template-based matching algorithm was used to localize individual tumours on both SE and DE radiographs. Tumour centroid co-ordinates obtained from the template-matching software on both SE and DE images were compared with co-ordinates defined by physicians.The template-based matching algorithm was able to successfully localize the gross tumor volume within 5 mm on 70% (52/74) of the SE images vs 91% (66/74) of the DE images (p 0.01). The mean vector differences between the co-ordinates of the template matched by the algorithm and the co-ordinates of the physician-defined ground truth were 3.2 ± 2.8 mm for SE images vs 2.3 ± 1.7 mm for DE images (p = 0.03).Template-based matching on DE images was more accurate and precise than using SE images. Advances in knowledge: This represents, to the authors' knowledge, the largest study evaluating template matching on clinical SE and DE images, considering not only anterior gantry angles but also oblique angles, suggesting a novel lung tumour matching technique using DE subtraction that is reliable, accurate and precise.
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- 2016
25. Observer Evaluation of a Metal Artifact Reduction Algorithm Applied to Head and Neck Cone Beam Computed Tomographic Images
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Murat Surucu, Alec M. Block, Mark Korpics, Mehee Choi, Abhishek A. Solanki, I. Mescioglu, Matthew M. Harkenrider, Fiori Alite, Bahman Emami, and John C. Roeske
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Adult ,Male ,Cancer Research ,Cone beam computed tomography ,Observer (quantum physics) ,Image quality ,Standard deviation ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Beam (nautical) ,Confidence Intervals ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Head and neck ,Dental Restoration, Permanent ,Image-guided radiation therapy ,Aged ,Retrospective Studies ,Aged, 80 and over ,Dental Implants ,Observer Variation ,Radiation ,business.industry ,Radiation Oncologists ,Cone-Beam Computed Tomography ,Middle Aged ,Confidence interval ,Oncology ,Head and Neck Neoplasms ,Metals ,030220 oncology & carcinogenesis ,Female ,Nuclear medicine ,business ,Artifacts ,Algorithm ,Algorithms ,Radiotherapy, Image-Guided - Abstract
To quantify, through an observer study, the reduction in metal artifacts on cone beam computed tomographic (CBCT) images using a projection-interpolation algorithm, on images containing metal artifacts from dental fillings and implants in patients treated for head and neck (HN) cancer.An interpolation-substitution algorithm was applied to HN CBCT images containing metal artifacts from dental fillings and implants. Image quality with respect to metal artifacts was evaluated subjectively and objectively. First, 6 independent radiation oncologists were asked to rank randomly sorted blinded images (before and after metal artifact reduction) using a 5-point rating scale (1 = severe artifacts; 5 = no artifacts). Second, the standard deviation of different regions of interest (ROI) within each image was calculated and compared with the mean rating scores.The interpolation-substitution technique successfully reduced metal artifacts in 70% of the cases. From a total of 60 images from 15 HN cancer patients undergoing image guided radiation therapy, the mean rating score on the uncorrected images was 2.3 ± 1.1, versus 3.3 ± 1.0 for the corrected images. The mean difference in ranking score between uncorrected and corrected images was 1.0 (95% confidence interval: 0.9-1.2, P.05). The standard deviation of each ROI significantly decreased after artifact reduction (P.01). Moreover, a negative correlation between the mean rating score for each image and the standard deviation of the oral cavity and bilateral cheeks was observed.The interpolation-substitution algorithm is efficient and effective for reducing metal artifacts caused by dental fillings and implants on CBCT images, as demonstrated by the statistically significant increase in observer image quality ranking and by the decrease in ROI standard deviation between uncorrected and corrected images.
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- 2016
26. Dual Energy Fluoroscopy Improves the Accuracy of Template-Based Tracking in Lung Cancer Patients Receiving Stereotactic Body Radiation Therapy
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Murat Surucu, K. Ngyuen, John C. Roeske, Alec M. Block, Rakesh Patel, Matthew M. Harkenrider, and Hassan Mostafavi
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Cancer Research ,medicine.medical_specialty ,Radiation ,medicine.diagnostic_test ,Stereotactic body radiation therapy ,business.industry ,Tracking (particle physics) ,medicine.disease ,Oncology ,medicine ,Fluoroscopy ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Radiology ,Template based ,Lung cancer ,business ,Energy (signal processing) - Published
- 2017
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27. Comparing Low Dose Rate and High Dose Rate Prostate Brachytherapy Implant Dosimetry
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Mark Korpics, Amishi Bajaj, Michael Mysz, Matthew M. Harkenrider, Brendan Martin, John C. Roeske, Abhishek A. Solanki, William Small, and Murat Surucu
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business.industry ,medicine.medical_treatment ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Oncology ,030220 oncology & carcinogenesis ,medicine ,Dosimetry ,Radiology, Nuclear Medicine and imaging ,Low dose rate ,Implant ,Dose rate ,Nuclear medicine ,business ,Prostate brachytherapy - Published
- 2017
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28. Radiation-Related Predictors of Hematologic Toxicity After Concurrent Chemoradiation for Cervical Cancer and Implications for Bone Marrow–Sparing Pelvic IMRT
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Ronald K. Potkul, David Giangreco, Jim Sinacore, Courtney Morrison, John C. Roeske, Kevin Albuquerque, and M Siddiqui
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Adult ,Oncology ,Cancer Research ,medicine.medical_specialty ,medicine.medical_treatment ,Uterine Cervical Neoplasms ,Antineoplastic Agents ,Pelvis ,Bone Marrow ,Internal medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiation Injuries ,Aged ,Cervical cancer ,Chemotherapy ,Radiation ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Cancer ,Radiotherapy Dosage ,Common Terminology Criteria for Adverse Events ,Middle Aged ,medicine.disease ,Combined Modality Therapy ,Radiation therapy ,medicine.anatomical_structure ,Toxicity ,Regression Analysis ,Female ,Radiotherapy, Intensity-Modulated ,Bone marrow ,Cisplatin ,business ,Nuclear medicine ,Chemoradiotherapy - Abstract
To determine factors predictive for hematologic toxicity (HT) associated with concurrent chemoradiation for Stage II through IV cervical cancer.The medical records of 40 women receiving concurrent chemoradiation for cervical cancer were reviewed. Hematologic toxicity was defined by use of Common Terminology Criteria for Adverse Events (version 3.0). Variables predicting for HT including age, body mass index, transfusions, and bone marrow volumes irradiated were included in the data analysis.Of the patients, 13 (32.5%) had Grade 0 or 1 HT and 27 (67.5%) had Grade 2 through 4 HT (HT2+). Multiple logistic regression analysis of potential predictors showed that only the volume of bone receiving 20 Gy (V20) for whole pelvic bone tended toward significance for predicting HT2+. A strong correlation was noted between HT2+ and V20 (r = 0.8, p0.0001). A partitioning analysis to predict HT2+ showed a cutoff value of 79.42% (approximately 80%) for V20 of whole pelvic bone. That is, if the V20 of the whole pelvis exceeds 80%, the risk of HT2+ developing increases by a factor (odds ratio) of 4.5 (95%, confidence interval, 1.08-18.69) (p0.05).We have shown a correlation between bone marrow volume radiated and development of HT. This has implications for use of pelvic intensity-modulated radiation therapy, which can potentially decrease the volume of bone marrow radiated.
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- 2011
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29. Linear Accelerator-Based Intensity-Modulated Total Marrow Irradiation Technique for Treatment of Hematologic Malignancies: A Dosimetric Feasibility Study
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James A. Radosevich, M. Yeginer, John C. Roeske, and Bulent Aydogan
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Adult ,Organs at Risk ,Cancer Research ,Transplantation Conditioning ,medicine.medical_treatment ,Linear particle accelerator ,medicine ,Humans ,Dosimetry ,Radiology, Nuclear Medicine and imaging ,Child ,Radiation Injuries ,Radiation treatment planning ,Bone Marrow Transplantation ,Radiation ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Infant ,Radiotherapy Dosage ,Total Marrow Irradiation ,Precursor Cell Lymphoblastic Leukemia-Lymphoma ,Total body irradiation ,Intensity (physics) ,Radiation therapy ,Oncology ,Hematologic Neoplasms ,Feasibility Studies ,Regression Analysis ,Radiotherapy, Intensity-Modulated ,Particle Accelerators ,Multiple Myeloma ,Tomography, X-Ray Computed ,business ,Nuclear medicine ,Intensity modulation ,Whole-Body Irradiation - Abstract
Purpose To investigate the dosimetric feasibility of linear accelerator-based intensity-modulated total marrow irradiation (IM-TMI) in patients with hematologic malignancies. Methods and Materials Linear accelerator-based IM-TMI treatment planning was performed for 9 patients using the Eclipse treatment planning system. The planning target volume (PTV) consisted of all the bones in the body from the head to the mid-femur, except for the forearms and hands. Organs at risk (OAR) to be spared included the lungs, heart, liver, kidneys, brain, eyes, oral cavity, and bowel and were contoured by a physician on the axial computed tomography images. The three-isocenter technique previously developed by our group was used for treatment planning. We developed and used a common dose–volume objective method to reduce the planning time and planner subjectivity in the treatment planning process. Results A 95% PTV coverage with the 99% of the prescribed dose of 12 Gy was achieved for all nine patients. The average dose reduction in OAR ranged from 19% for the lungs to 68% for the lenses. The common dose–volume objective method decreased the planning time by an average of 35% and reduced the inter- and intra- planner subjectivity. Conclusion The results from the present study suggest that the linear accelerator-based IM-TMI technique is clinically feasible. We have demonstrated that linear accelerator-based IM-TMI plans with good PTV coverage and improved OAR sparing can be obtained within a clinically reasonable time using the common dose–volume objective method proposed in the present study.
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- 2011
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30. Characterization of Markerless Motion Tracking using Fast-Switching Dual Energy Fluoroscopy
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Matthew M. Harkenrider, Adam Wang, Murat Surucu, John C. Roeske, Maksat Haytmyradov, Rakesh Patel, Hassan Mostafavi, and Liangjia Zhu
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Cancer Research ,Radiation ,medicine.diagnostic_test ,Dual energy ,business.industry ,Fast switching ,Characterization (materials science) ,Oncology ,Match moving ,Medicine ,Fluoroscopy ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Artificial intelligence ,business - Published
- 2018
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31. Comparison of microdosimetry-based absorbed doses to control tumours and clinically obtained tumour absorbed doses in treatments with 223Ra
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Pablo Mínguez, Ricardo Mínguez, Alfonso Gómez de Iturriaga, John C. Roeske, and Emilia Rodeño
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Radiological and Ultrasound Technology ,Chemistry ,business.industry ,Monte Carlo method ,Lesion volume ,030218 nuclear medicine & medical imaging ,Lesion ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiosensitivity ,medicine.symptom ,Nuclear medicine ,business ,Nucleus - Abstract
We performed Monte Carlo simulations in order to determine by means of microdosimetry calculations the average number of hits to the cell nucleus required to reach a tumour control probability (TCP) of 0.9, [Formula: see text], for the source geometry of a nucleus embedded in a homogeneous distribution of 223Ra atoms. From the results obtained and following the MIRD methodology, we determined the values of lesion absorbed doses needed to reach a TCP of 0.9, [Formula: see text], for different values of mass density, cell radiosensitivity, nucleus radius and lesion volume. The greatest variation of those absorbed doses occurred with cell radiosensitivity and no dependence was found on mass density. The source geometry used was chosen because we aimed to compare the values of [Formula: see text] with the lesion absorbed doses obtained from image-based macrodosimetry in treatments of metastatic castration-resistant prostate cancer with 223Ra which were obtained assuming a homogeneous distribution of 223Ra atoms within the lesion. In a comparison with a study including 29 lesions, results showed that even for the case of the most radiosensitive cells simulated, 45% of the lesions treated following a schedule of two cycles of 110 kBq kg-1 body mass would receive absorbed doses below the values of [Formula: see text] determined in this study.
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- 2018
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32. A multi-institutional acute gastrointestinal toxicity analysis of anal cancer patients treated with concurrent intensity-modulated radiation therapy (IMRT) and chemotherapy
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Robert C. Miller, Bulent Aydogan, Ashesh B. Jani, Loren K. Mell, Kiran Devisetty, Steven J. Chmura, Joseph K. Salama, John C. Roeske, and David A. Schomas
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Adult ,Male ,Oncology ,medicine.medical_specialty ,Mitomycin ,medicine.medical_treatment ,Gastrointestinal toxicity ,Concurrent chemotherapy ,Internal medicine ,Antineoplastic Combined Chemotherapy Protocols ,medicine ,Humans ,Anal cancer ,Radiology, Nuclear Medicine and imaging ,Aged ,Aged, 80 and over ,Chemotherapy ,business.industry ,Hematology ,Middle Aged ,Intensity-modulated radiation therapy ,Anus Neoplasms ,medicine.disease ,Combined Modality Therapy ,Gastrointestinal Tract ,Radiation therapy ,Toxicity ,Female ,Fluorouracil ,Radiotherapy, Intensity-Modulated ,business ,Chemoradiotherapy - Abstract
Using previous dosimetric analysis methods, we identified the volume of bowel receiving 30Gy ( V 30 ) correlated with acute gastrointestinal (GI) toxicity in anal cancer patients treated with intensity-modulated radiation therapy and concurrent chemotherapy. For V 30 >450cc and⩽450cc, acute GI toxicity was 33% and 8%, respectively ( p =0.003).
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- 2009
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33. Small-Scale Dosimetry: Challenges and Future Directions
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Bulent Aydogan, John L. Humm, John C. Roeske, and Manuel Bardiès
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Radioisotopes ,Radionuclide ,Range (particle radiation) ,Auger effect ,business.industry ,Nanotechnology ,Alpha particle ,Models, Biological ,symbols.namesake ,Beta particle ,Relative biological effectiveness ,symbols ,Body Burden ,Humans ,Medicine ,Dosimetry ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,Nuclear Medicine ,Particle radiation ,Radiometry ,business ,Algorithms ,Relative Biological Effectiveness ,Forecasting - Abstract
The increased specificity of targeting agents has resulted in an interest in the use of radionuclides that emit particulate radiation: alpha particles, beta particles and Auger electrons. The potential advantage of these radionuclides is the ability to deliver therapeutic doses to individual tumor cells while minimizing the dose to the surrounding normal tissues. However, the dosimetry of these radionuclides is challenging because the dose must be characterized on a scale that is comparable to the range of these emissions, ie, millimeters for beta particles, micrometers for alpha particles, and nanometers for Auger electrons to. In this review, each class of particulate emitter is discussed along with the associated dosimetric techniques unique to calculating dose on these scales. The limitations of these approaches and the factors that hinder the clinical use of small-scale dosimetry are also discussed.
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- 2008
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34. Association Between Bone Marrow Dosimetric Parameters and Acute Hematologic Toxicity in Anal Cancer Patients Treated With Concurrent Chemotherapy and Intensity-Modulated Radiotherapy
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John C. Roeske, Loren K. Mell, Kiran Devisetty, Arno J. Mundt, Steven J. Chmura, Robert C. Miller, Hedy L. Kindler, David A. Schomas, Ashesh B. Jani, Bulent Aydogan, and Joseph K. Salama
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Adult ,Male ,Cancer Research ,medicine.medical_specialty ,Neutropenia ,Mitomycin ,medicine.medical_treatment ,Urology ,Pelvis ,Bone Marrow ,White blood cell ,Antineoplastic Combined Chemotherapy Protocols ,medicine ,Humans ,Anal cancer ,Radiology, Nuclear Medicine and imaging ,Aged ,Retrospective Studies ,Aged, 80 and over ,Radiation ,Leukopenia ,business.industry ,Anemia ,Radiotherapy Dosage ,Middle Aged ,Anus Neoplasms ,medicine.disease ,Combined Modality Therapy ,Thrombocytopenia ,Surgery ,Radiation therapy ,medicine.anatomical_structure ,Oncology ,Absolute neutrophil count ,Regression Analysis ,Female ,Fluorouracil ,Radiotherapy, Intensity-Modulated ,Bone marrow ,medicine.symptom ,business ,Chemoradiotherapy - Abstract
Purpose: To test the hypothesis that the volume of pelvic bone marrow (PBM) receiving 10 and 20 Gy or more (PBM-V{sub 10} and PBM-V{sub 20}) is associated with acute hematologic toxicity (HT) in anal cancer patients treated with concurrent chemoradiotherapy. Methods and Materials: We analyzed 48 consecutive anal cancer patients treated with concurrent chemotherapy and intensity-modulated radiation therapy. The median radiation dose to gross tumor and regional lymph nodes was 50.4 and 45 Gy, respectively. Pelvic bone marrow was defined as the region extending from the iliac crests to the ischial tuberosities, including the os coxae, lumbosacral spine, and proximal femora. Endpoints included the white blood cell count (WBC), absolute neutrophil count (ANC), hemoglobin, and platelet count nadirs. Regression models with multiple independent predictors were used to test associations between dosimetric parameters and HT. Results: Twenty patients (42%) had Stage T3-4 disease; 15 patients (31%) were node positive. Overall, 27 (56%), 24 (50%), 4 (8%), and 13 (27%) experienced acute Grade 3-4 leukopenia, neutropenia, anemia, and thrombocytopenia, respectively. On multiple regression analysis, increased PBM-V{sub 5}, V{sub 10}, V{sub 15}, and V{sub 20} were significantly associated with decreased WBC and ANC nadirs, as were female gender, decreased body mass index, andmore » increased lumbosacral bone marrow V{sub 10}, V{sub 15}, and V{sub 20} (p < 0.05 for each association). Lymph node positivity was significantly associated with a decreased WBC nadir on multiple regression analysis (p < 0.05). Conclusion: This analysis supports the hypothesis that increased low-dose radiation to PBM is associated with acute HT during chemoradiotherapy for anal cancer. Techniques to limit bone marrow irradiation may reduce HT in anal cancer patients.« less
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- 2008
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35. Alpha-particle Monte Carlo simulation for microdosimetric calculations using a commercial spreadsheet
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John C. Roeske and Mark Hoggarth
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Cytoplasm ,Computer science ,Monte Carlo method ,Radiation ,Hybrid Monte Carlo ,Animals ,Humans ,Specific energy ,Linear Energy Transfer ,Radiology, Nuclear Medicine and imaging ,Kinetic Monte Carlo ,Radiometry ,Simulation ,Cell Nucleus ,Stochastic Processes ,Range (particle radiation) ,Models, Statistical ,Radiological and Ultrasound Technology ,Stochastic process ,Dose-Response Relationship, Radiation ,Radiotherapy Dosage ,Alpha particle ,Alpha Particles ,Computational physics ,Data Interpretation, Statistical ,Dynamic Monte Carlo method ,Programming Languages ,Monte Carlo Method ,Software ,Monte Carlo molecular modeling ,Interpolation - Abstract
Alpha-particle emitters are currently being evaluated in the treatment of cancer. Because of the short range and high linear energy transfer (LET) of most therapeutic alpha-particle emitters, there are significant stochastic variations in the energy deposited within the cellular nucleus. Hence microdosimetric spectra are often necessary to interpret biological endpoints. However, alpha-particle microdosimetric codes are not readily available. In this paper, we describe how a commercial spreadsheet may be used to perform a Monte Carlo simulation of alpha-particle transport. Subsequently, this information is used to determine the distribution of path lengths, energy deposited, and specific energy for a single alpha-particle traversal through the cell nucleus. These data may then be used to determine microdosimetric parameters for multiple alpha-particle emissions. In our analysis, comparison of the first and second moments of the single-event spectra with previously published data show agreement on the order of a few per cent. These small discrepancies are due to differences in interpolation of stopping powers between the various algorithms. Thus, the spreadsheet Monte Carlo method represents a simple and efficient method to calculate single-event spectra for alpha-particle emitters. Copies of the spreadsheet are available from the corresponding author upon request.
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- 2007
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36. A survey on table tolerances and couch overrides in radiotherapy
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Bonnie Chinsky, Rakesh Patel, John C. Roeske, J Panfil, and Murat Surucu
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Organs at Risk ,medicine.medical_specialty ,medicine.medical_treatment ,Movement ,treatment overrides ,Beds ,quality assurance ,Patient Positioning ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Patient safety ,0302 clinical medicine ,Neoplasms ,Surveys and Questionnaires ,medicine ,Image Processing, Computer-Assisted ,patient safety ,Humans ,Radiology, Nuclear Medicine and imaging ,Operations management ,Medical physics ,Conformal radiation ,Head and neck ,Radiation Injuries ,Instrumentation ,radiotherapy ,couch overrides ,Radiation ,business.industry ,Management and Profession ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Equipment Design ,Radiation therapy ,030220 oncology & carcinogenesis ,Calibration ,Table (database) ,Radiotherapy, Intensity-Modulated ,business ,Quality assurance ,Algorithms - Abstract
The purpose of this study was to survey current departmental policies on treatment couch overrides and the values of table tolerances used clinically. A 25‐question electronic survey on couch overrides and tolerances was sent to full members of the American Association of Physicists in Medicine (AAPM). The first part of the survey asked participants if table overrides were allowed at their institution, who was allowed to perform these overrides, and if imaging was required with overrides. The second part of the survey asked individuals to provide table tolerance data for the following treatment sites: brain/head and neck (H&N), lung, breast, abdomen/pelvis and prostate. Each site was further divided into IMRT/VMAT and 3D conformal techniques. Spaces for free‐text were provided, allowing respondents to enter any table tolerance data they were unable to specify under the treatment sites listed. A total of 361 individuals responded, of which approximately half participated in the couch tolerances portion of the survey. Overall, 86% of respondents’ institutions allow couch tolerance overrides at treatment. Therapists were the most common staff members permitted to perform overrides, followed by physicists, dosimetrists, and physicians, respectively. Of the institutions allowing overrides, 34% reported overriding daily. More than half of the centers document the override and/or require a setup image to radiographically verify the treatment site. With respect to table tolerances, SRS/SBRT table tolerances were the tightest, while clinical setup table tolerances were the largest. There were minimal statistically significant differences between IMRT/VMAT and 3D conformal table tolerances. Our results demonstrated that table overrides are relatively common in radiotherapy despite being a potential safety concern. Institutions should review their override policy and table tolerance values in light of the practices of other institutions. Careful attention to these matters is crucial in ensuring the safe and accurate delivery of radiotherapy. PACS number(s): 87.55.N‐, 87.55.Qr, 87.55.T‐
- Published
- 2015
37. Optimization of the temporal pattern of radiation: An IMRT based study
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Joseph O. Deasy, John C. Roeske, Steven J. Chmura, and Michael B. Altman
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Cancer Research ,Time Factors ,Cell Survival ,medicine.medical_treatment ,Population ,Treatment outcome ,Radiation ,Cell kill ,medicine ,Radiology, Nuclear Medicine and imaging ,education ,Technology, Radiologic ,education.field_of_study ,Dose delivery ,business.industry ,Dose-Response Relationship, Radiation ,Radiotherapy Dosage ,Biological repair ,Single fraction ,Radiation therapy ,Oncology ,Organ Specificity ,Linear Models ,Radiotherapy, Intensity-Modulated ,business ,Nuclear medicine ,Algorithms ,Relative Biological Effectiveness - Abstract
Purpose: To investigate how the temporal pattern of dose applied during a single-intensity modulated radiation therapy (IMRT) fraction can be arranged to maximize or minimize cell kill. Methods and Materials: Using the linear-quadratic repair-time model and a simplified IMRT delivery pattern model, the surviving fraction of cells for a single fraction was calculated for all permutations of the dose delivery pattern for an array of clinically based IMRT cases. Maximization of cell kill was achieved by concentrating the highest doses in the middle of a fraction, while minimization was achieved by spreading the highest doses between the beginning and end. The percent difference between maximum and minimum cell kill (%Diff min/max ) and the difference between maximum and minimum total doses normalized to 2 Gy/fx (ΔNTD 2 Gy ) was calculated for varying fraction durations (T), α/β ratios, and doses/fx. Results: %Diff min/max and ΔNTD 2 Gy both increased with increasing T and with decreasing α/β. The largest increases occurred with dose/fx. With α/β = 3 Gy and 30 min/fx, %Diff min/max ranged from 2.7–5.3% for 2 Gy/fx to 48.6–74.1% for 10 Gy/fx, whereas ΔNTD 2 Gy ranged from 1.2 Gy–2.4 Gy for 30 fractions of 2 Gy/fx to 2.3–4.8 Gy for 2 fractions of 10.84 Gy/fx. Using α/β = 1.5 Gy, an analysis of prostate hypofractionation schemes yielded differences in clinical outcome based on the pattern of applied dose ranging from 3.2%–6.1% of the treated population. Conclusions: Rearrangement of the temporal pattern of dose for a single IMRT fraction could be used to optimize cell kill and to directly, though modestly, affect treatment outcome.
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- 2006
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38. The dosimetric effects of tissue heterogeneities in intensity-modulated radiation therapy (IMRT) of the head and neck
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Chester S. Reft, Hania A. Al-Hallaq, and John C. Roeske
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Imrt plan ,Planning target volume ,Imaging phantom ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Head and neck ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,business.industry ,Air ,Radiotherapy Planning, Computer-Assisted ,Skull ,Water ,Dose-Response Relationship, Radiation ,Radiotherapy Dosage ,Intensity-modulated radiation therapy ,Spine ,Confidence interval ,Correction algorithm ,Head and Neck Neoplasms ,Thermoluminescent dosimeter ,business ,Nuclear medicine ,Monte Carlo Method ,Algorithms - Abstract
The dosimetric effects of bone and air heterogeneities in head and neck IMRT treatments were quantified. An anthropomorphic RANDO phantom was CT-scanned with 16 thermoluminescent dosimeter (TLD) chips placed in and around the target volume. A standard IMRT plan generated with CORVUS was used to irradiate the phantom five times. On average, measured dose was 5.1% higher than calculated dose. Measurements were higher by 7.1% near the heterogeneities and by 2.6% in tissue. The dose difference between measurement and calculation was outside the 95% measurement confidence interval for six TLDs. Using CORVUS' heterogeneity correction algorithm, the average difference between measured and calculated doses decreased by 1.8% near the heterogeneities and by 0.7% in tissue. Furthermore, dose differences lying outside the 95% confidence interval were eliminated for five of the six TLDs. TLD doses recalculated by Pinnacle3's convolution/superposition algorithm were consistently higher than CORVUS doses, a trend that matched our measured results. These results indicate that the dosimetric effects of air cavities are larger than those of bone heterogeneities, thereby leading to a higher delivered dose compared to CORVUS calculations. More sophisticated algorithms such as convolution/superposition or Monte Carlo should be used for accurate tailoring of IMRT dose in head and neck tumours.
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- 2006
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39. Setup errors in patients treated with intensity-modulated whole pelvic radiation therapy for gynecological malignancies
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Dacian V. Bonta, Anthony E Lujan, Joshua J. Haslam, Arno J. Mundt, and John C. Roeske
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Systematic error ,medicine.medical_specialty ,Genital Neoplasms, Female ,medicine.medical_treatment ,Planning target volume ,Dose distribution ,Body Mass Index ,Pelvis ,Immobilization ,Gastrointestinal complications ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,In patient ,Radiological and Ultrasound Technology ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Reproducibility of Results ,Radiotherapy Dosage ,Intensity (physics) ,Surgery ,Radiation therapy ,Treatment Outcome ,Oncology ,Female ,Tomography, X-Ray Computed ,business ,Nuclear medicine ,Pelvic radiotherapy ,Algorithms - Abstract
Intensity-modulated whole pelvic radiation therapy (IM-WPRT) has decreased the incidence of gastrointestinal complications by reducing the volume of normal tissue irradiated in gynecologic patients. However, IM-WPRT plans result in steep dose gradients around the target volume, and thus accurate patient setup is essential. To quantify the accuracy of our patient positioning, we examined the weekly portal films of 46 women treated with IM-WPRT at our institution. All patients were positioned using a customized immobilization device that was indexed to the treatment table. Setup errors were evaluated by comparing portal images to simulation images using an algorithm that registers user-defined open curve segments drawn on both sets of film. The setup errors, which were separated into systematic and random components, ranged from 1.9 to 3.7 mm for the translations and 1.3 degrees to 4.4 degrees for the 2 in-plane translations. The systematic errors were all less than the respective random errors, with the largest error in the anterior/posterior direction. In addition, there was no correlation between the magnitude of these errors and patient-specific factors (age, weight, height). In the future, we will investigate the effect of these setup errors on the delivered dose distribution.
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- 2005
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40. Cell detection in phase-contrast images used for alpha-particle track-etch dosimetry: a semi-automated approach
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Steven J. Wang, John C. Roeske, Michael B. Altman, and Jenny L. Whitlock
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Computer science ,Phase contrast microscopy ,Cell Culture Techniques ,Cell Count ,Radiation Dosage ,Sensitivity and Specificity ,Collimated light ,Pattern Recognition, Automated ,law.invention ,Artificial Intelligence ,law ,Cell Line, Tumor ,Image Interpretation, Computer-Assisted ,Microscopy ,Animals ,Humans ,Dosimetry ,Linear Energy Transfer ,Microscopy, Phase-Contrast ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Irradiation ,Radiometry ,Ovarian Neoplasms ,Radiological and Ultrasound Technology ,business.industry ,Process (computing) ,Reproducibility of Results ,Thresholding ,Cytoplasm ,Pattern recognition (psychology) ,Female ,Artificial intelligence ,business ,Algorithms - Abstract
A novel alpha-particle irradiator has recently been developed that provides the ability to characterize cell response. The irradiator is comprised of a collimated, planar alpha-particle source which, from below, irradiates cells cultured on a track-etch material. Cells are imaged using phase-contrast microscopy before and following irradiation to obtain geometric information and survival rates; these can be used with data from alpha-particle track images to assess cell response. A key step in this process is determining cell location within the pre-irradiation images. Although this can be done completely by a human observer, the number of images requiring analysis makes the process time-consuming and tedious. To reduce the potential human error and decrease user interaction time, a semi-automated, computer-aided method of cell detection has been developed. The method employs a two-level adaptive thresholding technique to obtain size and position information about potential cell cytoplasms and nuclei. Proximity and geometry-based thresholds are then used to mark structures as cells. False-positive detections from the automated algorithm are due mostly to imperfections in the track-etch background, camera effects and cellular residue. To correct for these, a human observer reviews all detected structures, discarding false positives. When analysing two randomly selected cell dish image databases, the semi-automated method detected 92-94% of all cells and 94-97% of cells with a well-defined cytoplasm and nucleus while reducing human workload by 32-83%.
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- 2005
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41. Intensity-modulated radiotherapy in treatment of pancreatic and bile duct malignancies: toxicity and clinical outcome
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Oh-Hoon Kwon, P.P. Connell, Ashesh B. Jani, Michael C. Garofalo, Ruth Heimann, John C. Roeske, Carla Rash, Michael T. Milano, and Steven J. Chmura
- Subjects
Adult ,Oncology ,Antimetabolites, Antineoplastic ,Cancer Research ,medicine.medical_specialty ,medicine.medical_treatment ,Neuroectodermal Tumors ,Adenocarcinoma ,Bile duct cancer ,Imaging, Three-Dimensional ,Internal medicine ,Pancreatic cancer ,Antineoplastic Combined Chemotherapy Protocols ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiation Injuries ,Chronic toxicity ,Aged ,Aged, 80 and over ,Analysis of Variance ,Radiation ,Ifosfamide ,Bile duct ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Cancer ,Radiotherapy Dosage ,Middle Aged ,medicine.disease ,Pancreatic Neoplasms ,Radiation therapy ,medicine.anatomical_structure ,Bile Duct Neoplasms ,Fluorouracil ,Radiology ,Radiotherapy, Conformal ,business ,medicine.drug - Abstract
Purpose To assess the efficacy and toxicity of intensity-modulated radiotherapy (IMRT) in pancreatic and bile duct (cholangiocarcinoma) malignancies. Methods and materials Twenty-five patients with pancreatic and bile duct cancer were treated with IMRT. Twenty-three received concurrent 5-fluoruracil. One patient with a pancreatic primitive neuroectodermal tumor received concurrent etoposide and ifosfamide. Eight patients had resected tumors, and 17 had unresectable primary ( n = 14) or recurrent ( n = 3) tumors. Six patients underwent treatment planning with conventional three-dimensional four-field techniques for dosimetric comparison with IMRT. Results Compared with conventional RT, IMRT reduced the mean dose to the liver, kidneys, stomach, and small bowel. IMRT was well tolerated, with 80% experiencing Grade 2 or less acute upper GI toxicity. At a median follow-up of 10.2 months, no resected patients had local failure, and only 1 of 10 assessable patients with unresectable cancer had local progression. The median survival and distant metastasis-free survival of the 24 patients with adenocarcinoma was 13.4 and 7.3 months, respectively. Grade 4 late liver toxicity occurred in 1 patient surviving >5 years. The remainder of the assessable patients experienced no ( n = 9) or Grade 1 ( n = 4) late toxicity. Conclusion In this hypothesis-generating analysis, the acute and chronic toxicity profile with IMRT in the treatment of pancreatic and bile duct cancer was encouraging. Local control was not compromised, despite efforts to increase conformality and avoid doses to normal structures. Distant failure remains a major obstacle in pancreatic cancer.
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- 2004
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42. Biological effective dose for comparison and combination of external beam and low-dose rate interstitial brachytherapy prostate cancer treatment plans
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Christopher M. Hand, Charles A. Pelizzari, Ashesh B. Jani, Anthony E Lujan, Srinivasan Vijayakumar, John C. Roeske, and Gregory P. Zagaja
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Male ,medicine.medical_treatment ,Brachytherapy ,Rectum ,Effective dose (radiation) ,Prostate cancer ,Prostate ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,External beam radiotherapy ,Radiological and Ultrasound Technology ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Prostatic Neoplasms ,Dose-Response Relationship, Radiation ,medicine.disease ,Combined Modality Therapy ,Radiation therapy ,medicine.anatomical_structure ,Urethra ,Oncology ,Radiotherapy, Conformal ,business ,Nuclear medicine ,Algorithms ,Relative Biological Effectiveness - Abstract
We report a methodology for comparing and combining dose information from external beam radiotherapy (EBRT) and interstitial brachytherapy (IB) components of prostate cancer treatment using the biological effective dose (BED). On a prototype early-stage prostate cancer patient treated with EBRT and low-dose rate I-125 brachytherapy, a 3-dimensional dose distribution was calculated for each of the EBRT and IB portions of treatment. For each component of treatment, the BED was calculated on a point-by-point basis to produce a BED distribution. These individual BED distributions could then be summed for combined therapies. BED dose-volume histograms (DVHs) of the prostate, urethra, rectum, and bladder were produced and compared for various combinations of EBRT and IB. Transformation to BED enabled computation of the relative contribution of each modality to the prostate dose, as the relative weighting of EBRT and IB was varied. The BED-DVHs of the prostate and urethra demonstrated dramatically increased inhomogeneity with the introduction of even a small component of IB. However, increasing the IB portion relative to the EBRT component resulted in lower dose to the surrounding normal structures, as evidenced by the BED-DVHs of the bladder and rectum. Conformal EBRT and low-dose rate IB conventional dose distributions were successfully transformed to the common “language” of BED distributions for comparison and for merging prostate cancer radiation treatment plans. The results of this analysis can assist physicians in quantitatively determining the best combination and weighting of radiation treatment modalities for individual patients.
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- 2004
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43. Implementation of a Prospective Contouring and Planning Rounds Using the Workflow Tools Available in Our Record and Verify System
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C. Perino, T.F. McCoo, John C. Roeske, Murat Surucu, Jennifer Price, Abhishek A. Solanki, and William Small
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Cancer Research ,Contouring ,Radiation ,business.industry ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Workflow ,Oncology ,Record and verify ,030220 oncology & carcinogenesis ,Medicine ,Radiology, Nuclear Medicine and imaging ,Software engineering ,business - Published
- 2016
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44. Can Magnetic Resonance Imaging (MRI) Only Replace MRI–Computed Tomography Planning With a Titanium Applicator for Cervical Brachytherapy?
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Bonnie Chinsky, William Small, John C. Roeske, Matthew M. Harkenrider, and A.M. Diak
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Cancer Research ,medicine.medical_specialty ,Radiation ,medicine.diagnostic_test ,business.industry ,medicine.medical_treatment ,Brachytherapy ,Magnetic resonance imaging ,Computed tomography ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Oncology ,030220 oncology & carcinogenesis ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiology ,Nuclear medicine ,business ,A titanium - Published
- 2016
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45. A dosimetric analysis of acute gastrointestinal toxicity in women receiving intensity-modulated whole-pelvic radiation therapy
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Loren K. Mell, John C. Roeske, Dacian V. Bonta, Arno J. Mundt, and Anthony E Lujan
- Subjects
Adult ,medicine.medical_specialty ,Multivariate analysis ,Gastrointestinal Diseases ,Genital Neoplasms, Female ,Uterus ,Rectum ,Radiation Dosage ,Gastroenterology ,Internal medicine ,Statistical significance ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Medical prescription ,Aged ,Aged, 80 and over ,Radiotherapy ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Hematology ,Middle Aged ,Surgery ,Intensity (physics) ,Logistic Models ,medicine.anatomical_structure ,Oncology ,Toxicity ,Female ,Complication ,business - Abstract
Purpose : To identify dosimetric factors correlated with acute gastrointestinal (GI) toxicity in gynecology patients undergoing intensity-modulated whole pelvic radiation therapy (IM-WPRT). Material and methods : Fifty gynecology patients received IM-WPRT (45–1.8Gy/fraction) between 2/00 and 3/02. All patients were treated to a clinical target volume (CTV) consisting of the upper vagina, parametria, uterus, presacral region and pelvic lymph nodes. Grade 2 acute GI toxicity requiring frequent medications and grade 3–5 toxicities were designated as clinically significant and analyzed as a function of patient and dosimetric variables. The most significant volumetric factors were fit to a normal tissue complication probability (NTCP) function. Results : Fourteen women (28%) developed clinically significant acute GI toxicity. None of the patient factors were correlated with acute GI toxicity. In addition, the volume of rectum receiving 25, 50, 75, 90, 100 and 110% of the prescription dose did not reach statistical significance. In contrast, a correlation was observed between the volume of small bowel (SB) irradiated and acute GI toxicity, particularly the SB volumes receiving 90 and 100% of the prescription dose ( p =0.009 and p =0.009, respectively). Controlling for patient and other dosimetric factors, the SB volume receiving the 100% (Vol SB,100 ) of the prescription dose remained the sole significant factor on multivariate analysis ( p =0.012). Subsequently, a NTCP curve, quantifying the risk of acute GI toxicity, was generated based on the Vol SB,100 . Conclusions : The most significant factor correlated acute GI toxicity in gynecology patients undergoing IM-WPRT is Vol SB,100 .
- Published
- 2003
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46. Binary Methods for the Microdosimetric Analysis of Cell Survival Data from Alpha-Particle Irradiation
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Richard C. Reba, John Westman, Christina Soyland, Sindre P. Hassfjell, Jacob Rotmensch, Thomas G. Stinchcomb, Jenny L. Whitlock, Steven J. Wang, and John C. Roeske
- Subjects
Cancer Research ,Cell Survival ,Binary number ,Bernoulli's principle ,Goodness of fit ,Path length ,Bernoulli trial ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiometry ,Lung ,Cell Size ,Cell Nucleus ,Pharmacology ,Physics ,Models, Statistical ,Mathematical analysis ,Dose-Response Relationship, Radiation ,Epithelial Cells ,General Medicine ,Alpha particle ,Alpha Particles ,medicine.anatomical_structure ,Oncology ,Binary data ,Nucleus - Abstract
A new type of alpha-particle irradiator allows survival of each cell to be observed individually along with the size and shape of its nucleus and the positions of the hits it receives. This paper discusses methods of data analysis that can utilize these additional data. Using idealizations of the cell nucleus geometry (i.e., spheres, ellipsoids), the path length (l), energy deposited (e), and specific energy (z) has been determined on a cell-by-cell basis for 772 cells all subjected to the same fluence. Each cell is regarded as a Bernoulli trial with a different probability for success (colony formation). For the survival expectation, A exp(-z/z(o)), the values of A and z(o) are chosen to maximize the likelihood for the observed outcome. Similar results are presented using the alternate functional forms A exp(-e/e(o)) and A exp(-l/l(o)). With these parameter values, the goodness of fit is also evaluated using a chi-square method with variances given by the binary (Bernoulli) methods. A further purpose of the paper is to assess the validity of the microdosimetric computations that would have had to be made if these individual cell-by-cell experimental measurements were not available or were incomplete.
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- 2003
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47. Image Processing Tools for Alpha-Particle Track-Etch Dosimetry
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Jenny L. Whitlock, Thomas G. Stinchcomb, Richard C. Reba, Christina Soyland, Steven J. Wang, John C. Roeske, Sindre P. Hassfjell, and Jacob Rotmensch
- Subjects
Cancer Research ,Computer science ,Image processing ,Radiation Dosage ,Composite image filter ,Collimated light ,Planar ,Radiation Monitoring ,Image Processing, Computer-Assisted ,Humans ,Dosimetry ,Linear Energy Transfer ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Irradiation ,Lung ,Cells, Cultured ,Pharmacology ,Computer program ,business.industry ,Epithelial Cells ,General Medicine ,Alpha particle ,Alpha Particles ,Oncology ,Artificial intelligence ,Particle Accelerators ,Nuclear medicine ,business ,Algorithms - Abstract
In cases where both the source and cell geometry are well known, track-etch dosimetry allows the potential for individual cell dosimetry. However, analysis of track-etch images is both tedious and time-consuming. We describe here several image processing tools that we are using in conjunction with a track-etch based irradiator. Briefly, cells grown on LR 115 (a track-etch material) are irradiated from below by a collimated, planar alpha-particle source. Prior to irradiation, images of the cells are obtained. A computer program reads each image and automatically determines the location of individual cells. Next, the algorithm automatically identifies the cellular and nuclear boundaries. Following irradiation, and after the cells have reached their biological endpoint (e.g., cell survival), the cell dish is etched and images are obtained of alpha-particle tracks. Using the characteristic background pattern in the LR 115, the etched images are spatially registered to the original images. These two sets of images are then superimposed to create a composite image of the cells and associated alpha-particle tracks. Incorporating this tool into our irradiation scheme will enable more efficient analysis of the large amounts of data that are essential in assessing biological endpoints.
- Published
- 2003
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48. Reduction of computed tomography metal artifacts due to the Fletcher-Suit applicator in gynecology patients receiving intracavitary brachytherapy
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Christina Lund, John C. Roeske, Arno J. Mundt, Charles A. Pelizzari, and Xiaochuan Pan
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medicine.medical_treatment ,Brachytherapy ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Uterine Cervical Neoplasms ,Computed tomography ,Imaging phantom ,Image Processing, Computer-Assisted ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,In patient ,Projection (set theory) ,Reduction (orthopedic surgery) ,Artifact (error) ,medicine.diagnostic_test ,Phantoms, Imaging ,business.industry ,Intracavitary brachytherapy ,Oncology ,Female ,Artifacts ,Tomography, X-Ray Computed ,business ,Nuclear medicine ,Algorithms - Abstract
Purpose To evaluate a method of reducing computed tomography (CT) metal artifacts due to the Fletcher-Suit applicator. Methods and materials We apply a projection-interpolation algorithm to CT images containing artifacts from the brachytherapy applicator. Regions of projection data containing the applicator are interpolated, removing the metal from the projections. A new image is then reconstructed, and a pixel-by-pixel correction factor applied to the original image to reduce the severity of metal artifacts. This technique is applied to phantom and patient image data. Results Qualitative and quantitative comparisons of images produced before and after projection-interpolation show a significant reduction in metal artifacts. In patient images containing the tandem alone, this method almost completely eliminated the artifact. In slices containing both tandem and colpostats, the algorithm reduced artifacts but did not completely eliminate them. Conclusions The projection-interpolation method can be used to reduce the severity of metal artifacts caused by the Fletcher-Suit applicator.
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- 2003
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49. Radiomics in Head and Neck Radiation Therapy: Impact of Metal Artifact Reduction
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Alec M. Block, Bahman Emami, Murat Surucu, N. Hurst, Rakesh Patel, John C. Roeske, and F. Cozzi
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Cancer Research ,medicine.medical_specialty ,Radiation ,business.industry ,medicine.medical_treatment ,030218 nuclear medicine & medical imaging ,Radiation therapy ,03 medical and health sciences ,Metal Artifact ,0302 clinical medicine ,Oncology ,Radiomics ,030220 oncology & carcinogenesis ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiology ,business ,Head and neck ,Reduction (orthopedic surgery) - Published
- 2017
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50. Monitoring Intrafraction Patient Motion Using Volumetric and 3D Surface Imaging Modalities During Liver Stereotactic Body Radiation Therapy Treatment
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Hyejoo Kang, Murat Surucu, T.O. Thomas, John C. Roeske, and I Rusu
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Cancer Research ,Patient Motion ,medicine.medical_specialty ,Radiation ,Oncology ,business.industry ,Stereotactic body radiation therapy ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiology ,Nuclear medicine ,business ,Imaging modalities - Published
- 2017
- Full Text
- View/download PDF
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