49 results on '"Cerviño L"'
Search Results
2. OC-0472 Automated and clinical-criteria-driven optimal planning: clinical experience with over 3400 patients
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Hong, L., Zarepisheh, M., Zhou, Y., Huang, Q., Jhanwar, G., Yang, J., Pham, H., Cervino, L., Yamada, J., and Deasy, J.
- Published
- 2021
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3. EP-1774: A novel phantom for dosimetric verification of gated SIB radiotherapy treatment plans
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Soultan, D., primary, Yock, A., additional, Cornell, M., additional, Murphy, J., additional, Gill, B., additional, Song, W., additional, Moiseenko, V., additional, and Cerviño, L., additional
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- 2016
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4. PO-0904: Bladder changes assessment using daily cone-beam computed tomography
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Casares-Magaz, O., primary, Moiseenko, V., additional, Hopper, A., additional, Pettersson, N., additional, Thor, M., additional, Cerviño, L., additional, Knopp, R., additional, Cornell, M., additional, Deasy, J.O., additional, Muren, L.P., additional, and Einck, J., additional
- Published
- 2016
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5. EP-1483: A segmentation and point matching enhanced efficient deformable image registration for HDR dose accumulation
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Zhen, X., primary, Chen, H., additional, Yan, H., additional, Zhou, L., additional, Mell, L.K., additional, Yashar, C.M., additional, Jiang, S.B., additional, Jia, X., additional, Gu, X., additional, and Cerviño, L., additional
- Published
- 2015
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6. PV-0476: Fractional anisotropy dose-response relationship of the corpus callosum
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Pettersson, N., Bartsch, H., Brewer, J., Cervino, L., Connor, M., Dale, A., Hagler, D., Karunamuni, R., Krishnan, A., Kuperman, J., McDonald, C., Farid, N., White, N., Hattangadi-Gluth, J., and Moiseenko, V.
- Published
- 2016
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7. SU-E-T-695: Dose Calculation of a Breast Cancer Brachytherapy Treatment Using Monte Carlo Simulation
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Graf, M, primary, Scanderbeg, D, additional, Cerviño, L, additional, Yashar, C, additional, and Jiang, S, additional
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- 2011
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8. TH‐C‐BRC‐07: Automated Identification of Surface Marker Positions to Maximize Tumor Tracking Accuracy
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Dong, B, primary, Jia, X, additional, Graves, Y, additional, Cerviño, L, additional, and Jiang, S, additional
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- 2011
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9. SU-E-T-570: Setup and Monitoring in SRS Treatments with Surface Imaging
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Cerviño, L, primary, Detorie, N, additional, Taylor, M, additional, Lawson, J, additional, Harry, T, additional, Murphy, K, additional, Mundt, A, additional, Jiang, S, additional, and Pawlicki, T, additional
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- 2011
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10. SU-E-J-134: Effect of Reproducibility of the Deep Inspiration Breath Hold in Left Breast Cancer Radiotherapy
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Harry, T, primary, Rahn, D, additional, Gu, X, additional, Jiang, S, additional, Yashar, C, additional, and Cerviño, L, additional
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- 2011
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11. SU-E-T-815: Deformable Registration and Cumulative Dose Records as Applied to Patients with Cervical Carcinoma
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Hooker, C, primary, Scanderbeg, D, additional, Yashar, C, additional, and Cerviño, L, additional
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- 2011
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12. SU‐E‐T‐452: Dynamic Intensity Modulator
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Kizuka, K, primary, Cerviño, L, additional, Evans, B, additional, Man, K, additional, Mushegan, S, additional, Park, A, additional, Rahimian, I, additional, and Jiang, S, additional
- Published
- 2011
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13. SU‐E‐J‐82: MRI‐Guided Lung Tumor Tracking
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Cerviño, L, primary, Du, J, additional, and Jiang, S, additional
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- 2011
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14. SU‐GG‐J‐97: An MRI Study on the Use of External and Internal Surrogates for Lung Tumor Tracking
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Cerviño, L, primary, Du, J, additional, and Jiang, S, additional
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- 2010
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15. SU-GG-T-526: Clinical Implementation of a Novel Frameless and Maskless Stereotactic Radiosurgery Treatment
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Cerviño, L, primary, Lawson, J, additional, Taylor, M, additional, Jiang, S, additional, and Pawlicki, T, additional
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- 2010
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16. Spatial Variation of the Correlation between External Surface and Internal Tumor Motion
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Jiang, Y., primary, Cerviño, L., additional, Li, R., additional, Lewis, J., additional, Song, W., additional, Lawson, J.D., additional, and Jiang, S.B., additional
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- 2009
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17. SU-FF-T-538: Feasibility Study of Frame-Less Mask-Less Bite-Block-Less Stereotactic Radiosurgery Treatment with Real-Time Surface Imaging
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Cerviño, L, primary, Song, W, additional, Wang, J, additional, Lawson, J, additional, Pawlicki, T, additional, and Jiang, S, additional
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- 2009
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18. SU‐FF‐J‐72: Markerless Fluoroscopic Tracking of Lung Tumors Based On 4D CT
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Li, R, primary, Lewis, J, additional, Cerviño, L, additional, Lawson, J, additional, and Jiang, S, additional
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- 2009
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19. SU-FF-J-79: Markerless Lung Tumor Tracking in Rotational Radiotherapy
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Lewis, J, primary, Li, R, additional, Watkins, T, additional, Cerviño, L, additional, Lawson, J, additional, Song, W, additional, and Jiang, S, additional
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- 2009
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20. SU‐FF‐J‐66: Deriving Correlation of External Surface and Internal Tumor Motion Using 4D‐CT Images
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Jiang, Y, primary, Cerviño, L, additional, Li, R, additional, Lewis, J, additional, and Jiang, S, additional
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- 2009
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21. SU‐FF‐J‐47: Assessment of Diaphragm as An Internal Surrogate for Lung Tumor Motion Prediction
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Cerviño, L, primary, Jiang, Y, additional, and Jiang, S, additional
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- 2009
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22. SU-GG-J-107: Improvement of the Stability and Reproducibility of Deep-Inspiration Breath Hold for Left Breast Irradiation Using Video-Based Visual Coaching and 3D Surface Imaging
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Cerviño, L, primary, Yashar, C, additional, and Jiang, S, additional
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- 2008
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23. TH-D-AUD A-08: A Method for Generating Large Datasets of Patient Geometries for Radiotherapy Treatment Planning Studies
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Hu, N, primary, Cerviño, L, additional, Segars, W, additional, Lewis, J, additional, Tyagi, N, additional, Mundt, A, additional, Yashar, C, additional, Shan, J, additional, and Jiang, S, additional
- Published
- 2008
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24. SU‐GG‐J‐174: Study On the Correlation of Diaphragm Motion and Lung Tumor Motion
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Cerviño, L, primary, Lin, T, additional, Tang, X, additional, Sandhu, A, additional, and Jiang, S, additional
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- 2008
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25. A method for generating large datasets of organ geometries for radiotherapy treatment planning studies
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Hu Nan, Cerviño Laura, Segars Paul, Lewis John, Shan Jinlu, Jiang Steve, Zheng Xiaolin, and Wang Ge
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non-uniform rational b-spline technique ,new geometries ,statistical shape model ,adaptive radiotherapy ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Background. With the rapidly increasing application of adaptive radiotherapy, large datasets of organ geometries based on the patient’s anatomy are desired to support clinical application or research work, such as image segmentation, re-planning, and organ deformation analysis. Sometimes only limited datasets are available in clinical practice. In this study, we propose a new method to generate large datasets of organ geometries to be utilized in adaptive radiotherapy.
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- 2014
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26. The concept of cure and palliation by surgery in advanced cancer of the head and neck
- Author
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Bakamjian, V.Y., Cervino, L., Miller, S., and Hentz, V.R.
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- 1973
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27. Geometric evaluation and quantifying dosimetric impact of diverse deformable image registration algorithms on abdomen images with biomechanically modeled deformations.
- Author
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Liu Y, Zhang P, Hong J, Alam S, Kuo L, Hu YC, Lu W, and Cerviño L
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- Humans, Biomechanical Phenomena, Quality Assurance, Health Care standards, Respiration, Abdomen diagnostic imaging, Radiotherapy, Image-Guided methods, Radiotherapy Planning, Computer-Assisted methods, Algorithms, Radiotherapy Dosage, Pancreatic Neoplasms radiotherapy, Pancreatic Neoplasms diagnostic imaging, Radiotherapy, Intensity-Modulated methods, Organs at Risk radiation effects, Organs at Risk diagnostic imaging, Tomography, X-Ray Computed methods, Image Processing, Computer-Assisted methods
- Abstract
Purpose: Deformable image registration (DIR) has been increasingly used in radiation therapy (RT). The accuracy of DIR algorithms and how it impacts on the RT plan dosimetrically were examined in our study for abdominal sites using biomechanically modeled deformations., Methods: Five pancreatic cancer patients were enrolled in this study. Following the guidelines of AAPM TG-132, a patient-specific quality assurance (QA) workflow was developed to evaluate DIR for the abdomen using the TG-132 recommended virtual simulation software ImSimQA (Shrewsbury, UK). First, the planning CT was deformed to simulate respiratory motion using the embedded biomechanical model in ImSimQA. Additionally, 5 mm translational motion was added to the stomach, duodenum, and small bowel. The original planning CT and the deformed CT were then imported into Eclipse and MIM to perform DIR. The output displacement vector fields (DVFs) were compared with the ground truth from ImSimQA. Furthermore, the original treatment plan was recalculated on the ground-truth deformed CT and the deformed CT (with Eclipse and MIM DVF). The dose errors were calculated on a voxel-to-voxel basis., Results: Data analysis comparing DVF from Eclipse versus MIM show the average mean DVF magnitude errors of 2.8 ± 1.0 versus 1.1 ± 0.7 mm for stomach and duodenum, 5.2 ± 4.0 versus 2.5 ± 1.0 mm for small bowel, and 4.8 ± 4.1 versus 2.7 ± 1.1 mm for the gross tumor volume (GTV), respectively, across all patients. The mean dose error on stomach+duodenum and small bowel were 2.3 ± 0.6% for Eclipse, and 1.0 ± 0.3% for MIM. As the DIR magnitude error increases, the dose error range increase, for both Eclipse and MIM., Conclusion: In our study, an initial assessment was conducted to evaluate the accuracy of DIR and its dosimetric impact on radiotherapy. A patient-specific DIR QA workflow was developed for pancreatic cancer patients. This workflow exhibits promising potential for future implementation as a clinical workflow., (© 2024 The Author(s). Journal of Applied Clinical Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
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- 2024
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28. Reduced-distortion diffusion weighted imaging for head and neck radiotherapy.
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Aliotta E, Paudyal R, Dresner A, Shukla-Dave A, Lee N, Cerviño L, Otazo R, and Yu VY
- Abstract
Background and Purpose: Quantitative Diffusion Weighted Imaging (DWI) has potential value in guiding head and neck (HN) cancer radiotherapy. However, clinical translation has been hindered by severe distortions in standard single-shot Echo-Planar-Imaging (ssEPI) and prolonged scan time and low SNR in Turbo-Spin-Echo (ssTSE) sequences. In this study, we evaluate "multi-shot" (ms) msEPI and msTSE acquisitions in the context of HN radiotherapy., Materials and Methods: ssEPI, ssTSE, msEPI with 2 and 3 shots (2sEPI, 3sEPI), and msTSE DWI were acquired in a phantom, healthy volunteers (N=10), and patients with HN cancer (N=5) on a 3-Tesla wide-bore MRI in radiotherapy simulation RF coil setup, with matched spatial resolution (2x2x5mm) and b = 0, 200, 800 s/mm
2 .Geometric distortions measured with deformable vector field (DVF) and contour analysis, apparent diffusion coefficient (ADC) values, and signal-to-noise-ratio efficiency (SNReff ) were quantified for all scans., Results: All techniques significantly (P<1x10-3 ) reduced distortions compared with ssEPI (DVFmean = 3.1 ± 1.3 mm). Distortions were marginally lower for msTSE (DVFmean = 1.5 ± 0.6 mm) than ssTSE (1.8 ± 0.9 mm), but were slightly higher with 2sEPI and 3sEPI (2.6 ± 1.0 mm, 2.2 ± 1.0 mm). SNReff reduced with decreasing distortion with ssEPI=21.9 ± 7.9, 2sEPI=15.1 ± 5.0, 3sEPI=12.1 ± 4.5, ssTSE=6.0 ± 1.6, and msTSE=5.7 ± 1.9 for b = 0 images. Phantom ADC values were consistent across all protocols (errors ≤ 0.03x10-3 mm2 /s), but in vivo ADC values were ∼ 4 % lower with msEPI and ∼ 12 % lower with ssTSE/msTSE compared with ssEPI., Conclusions: msEPI and TSE acquisitions exhibited improved geometric distortion at the cost of SNReff and scan time. While msTSE exhibited the least distortion, 3sEPI may offer an appealing middle-ground with improved geometric fidelity but superior efficiency and in vivo ADC quantification., Competing Interests: The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Nancy Lee receives consulting fees from Shanghai Joanne Medical Ltd, Yingming Consulting, and Varian, has support from a Varian travel grant, and is on the advisory board for Merck, Merck Serono, Merck EMD, Nanobiotix, and Regeneron. Alex Dresner is a Philips Healthcare employee. This study was conducted under a research agreement with Philips., (© 2024 The Authors.)- Published
- 2024
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29. Automated planning of stereotactic spine re-irradiation using cumulative dose limits.
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Meyer S, Zhang L, Liu Y, Kuo LC, Hu YC, Yamada Y, Zarepisheh M, Zhang P, and Cerviño L
- Abstract
Background and Purpose: The lack of dedicated tools in commercial planning systems currently restricts efficient review and planning for re-irradiation. The aim of this study was to develop an automated re-irradiation planning framework based on cumulative doses., Materials and Methods: We performed a retrospective study of 14 patients who received spine SBRT re-irradiation near a previously irradiated treatment site. A fully-automated workflow, DART ( D ose A ccumulation-based R e-irradiation T ool), was implemented within Eclipse by leveraging a combination of a dose accumulation script and a proprietary automated optimization algorithm. First, we converted the prior treatment dose into equivalent dose in 2 Gy fractions (EQD2) and mapped it to the current anatomy, utilizing deformable image registration. Subsequently, the intersection of EQD2 isodose lines with relevant organs at risk defines a series of optimization structures. During plan optimization, the residual allowable dose at a specified tissue tolerance was treated as a hard constraint., Results: All DART plans met institutional physical and cumulative constraints and passed plan checks by qualified medical physicists. DART demonstrated significant improvements in target coverage over clinical plans, with an average increase in PTV D
99% and V100% of 2.3 Gy [range -0.3-7.7 Gy] and 3.4 % [range -0.4 %-7.6 %] (p < 0.01, paired t -test), respectively. Moreover, high-dose spillage (>105 %) outside the PTV was reduced by up to 7 cm3 . The homogeneity index for DART plans was improved by 19 % (p < 0.001)., Conclusions: DART provides a powerful framework to achieve more tailored re-irradiation plans by accounting for dose distributions from the previous treatments. The superior plan quality could improve the therapeutic ratio for re-irradiation patients., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2024 The Author(s).)- Published
- 2024
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30. Toward quantitative intrafractional monitoring in paraspinal SBRT using a proprietary software application: clinical implementation and patient results.
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Fan Q, Pham H, Li X, Zhang P, Zhang L, Fu Y, Huang B, Li C, Cuaron J, Cerviño L, Moran JM, and Li T
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- Humans, Software, Motion, Radiotherapy Planning, Computer-Assisted, Radiosurgery methods
- Abstract
Objective. We report on paraspinal motion and the clinical implementation of our proprietary software that leverages Varian's intrafraction motion review (IMR) capability for quantitative tracking of the spine during paraspinal SBRT. The work is based on our prior development and analysis on phantoms. Approach. To address complexities in patient anatomy, digitally reconstructed radiographs (DRR's) that highlight only the spine or hardware were constructed as tracking reference. Moreover, a high-pass filter and first-pass coarse search were implemented to enhance registration accuracy and stability. For evaluation, 84 paraspinal SBRT patients with sites spanning across the entire vertebral column were enrolled with prescriptions ranging from 24 to 40 Gy in one to five fractions. Treatments were planned and delivered with 9 IMRT beams roughly equally distributed posteriorly. IMR was triggered every 200 or 500 MU for each beam. During treatment, the software grabbed the IMR image, registered it with the corresponding DRR, and displayed the motion result in near real-time on auto-pilot mode. Four independent experts completed offline manual registrations as ground truth for tracking accuracy evaluation. Main results. Our software detected ≥1.5 mm and ≥2 mm motions among 17.1% and 6.6% of 1371 patient images, respectively, in either lateral or longitudinal direction. In the validation set of 637 patient images, 91.9% of the tracking errors compared to manual registration fell within ±0.5 mm in either direction. Given a motion threshold of 2 mm, the software accomplished a 98.7% specificity and a 93.9% sensitivity in deciding whether to interrupt treatment for patient re-setup. Significance. Significant intrafractional motion exists in certain paraspinal SBRT patients, supporting the need for quantitative motion monitoring during treatment. Our improved software achieves high motion tracking accuracy clinically and provides reliable guidance for treatment intervention. It offers a practical solution to ensure accurate delivery of paraspinal SBRT on a conventional Linac platform., (© 2024 Institute of Physics and Engineering in Medicine.)
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- 2024
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31. Creating patient-specific digital phantoms with a longitudinal atlas for evaluating deformable CT-CBCT registration in adaptive lung radiotherapy.
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Meyer S, Alam S, Kuo LC, Hu YC, Liu Y, Lu W, Yorke E, Li A, Cerviño L, and Zhang P
- Subjects
- Humans, Retrospective Studies, Cone-Beam Computed Tomography methods, Radiotherapy Planning, Computer-Assisted methods, Phantoms, Imaging, Lung diagnostic imaging, Image Processing, Computer-Assisted methods, Algorithms, Spiral Cone-Beam Computed Tomography
- Abstract
Background: Quality assurance of deformable image registration (DIR) is challenging because the ground truth is often unavailable. In addition, current approaches that rely on artificial transformations do not adequately resemble clinical scenarios encountered in adaptive radiotherapy., Purpose: We developed an atlas-based method to create a variety of patient-specific serial digital phantoms with CBCT-like image quality to assess the DIR performance for longitudinal CBCT imaging data in adaptive lung radiotherapy., Methods: A library of deformations was created by extracting the longitudinal changes observed between a planning CT and weekly CBCT from an atlas of lung radiotherapy patients. The planning CT of an inquiry patient was first deformed by mapping the deformation pattern from a matched atlas patient, and subsequently appended with CBCT artifacts to imitate a weekly CBCT. Finally, a group of digital phantoms around an inquiry patient was produced to simulate a series of possible evolutions of tumor and adjacent normal structures. We validated the generated deformation vector fields (DVFs) to ensure numerically and physiologically realistic transformations. The proposed framework was applied to evaluate the performance of the DIR algorithm implemented in the commercial Eclipse treatment planning system in a retrospective study of eight inquiry patients., Results: The generated DVFs were inverse consistent within less than 3 mm and did not exhibit unrealistic folding. The deformation patterns adequately mimicked the observed longitudinal anatomical changes of the matched atlas patients. Worse Eclipse DVF accuracy was observed in regions of low image contrast or artifacts. The structure volumes exhibiting a DVF error magnitude of equal or more than 2 mm ranged from 24.5% (spinal cord) to 69.2% (heart) and the maximum DVF error exceeded 5 mm for all structures except the spinal cord. Contour-based evaluations showed a high degree of alignment with dice similarity coefficients above 0.8 in all cases, which underestimated the overall DVF accuracy within the structures., Conclusions: It is feasible to create and augment digital phantoms based on a particular patient of interest using multiple series of deformation patterns from matched patients in an atlas. This can provide a semi-automated procedure to complement the quality assurance of CT-CBCT DIR and facilitate the clinical implementation of image-guided and adaptive radiotherapy that involve longitudinal CBCT imaging studies., (© 2023 American Association of Physicists in Medicine.)
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- 2024
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32. Trends in Radiation Dose to the Contralateral Breast During Breast Cancer Radiation Therapy.
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Watt GP, Smith SA, Howell RM, Pérez-Andújar A, Reiner AS, Cerviño L, McCormick B, Hess D, Knight JA, Malone KE, John EM, Bernstein L, Lynch CF, Mellemkjær L, Shore RE, Liang X, Woods M, Boice JD, Dauer LT, and Bernstein JL
- Subjects
- Female, Humans, United States, Middle Aged, Risk Factors, Radiation Dosage, Breast Neoplasms radiotherapy, Breast Neoplasms epidemiology, Neoplasms, Radiation-Induced epidemiology, Neoplasms, Radiation-Induced etiology, Neoplasms, Second Primary etiology, Neoplasms, Second Primary complications
- Abstract
Over 4 million survivors of breast cancer live in the United States, 35% of whom were treated before 2009. Approximately half of patients with breast cancer receive radiation therapy, which exposes the untreated contralateral breast to radiation and increases the risk of a subsequent contralateral breast cancer (CBC). Radiation oncology has strived to reduce unwanted radiation dose, but it is unknown whether a corresponding decline in actual dose received to the untreated contralateral breast has occurred. The purpose of this study was to evaluate trends in unwanted contralateral breast radiation dose to inform risk assessment of second primary cancer in the contralateral breast for long-term survivors of breast cancer. Individually estimated radiation absorbed doses to the four quadrants and areola central area of the contralateral breast were estimated for 2,132 women treated with radiation therapy for local/regional breast cancers at age <55 years diagnosed between 1985 and 2008. The two inner quadrant doses and two outer quadrant doses were averaged. Trends in dose to each of the three areas of the contralateral breast were evaluated in multivariable models. The population impact of reducing contralateral breast dose on the incidence of radiation-associated CBC was assessed by estimating population attributable risk fraction (PAR) in a multivariable model. The median dose to the inner quadrants of the contralateral breast was 1.70 Gy; to the areola, 1.20 Gy; and to the outer quadrants, 0.72 Gy. Ninety-two percent of patients received ≥1 Gy to the inner quadrants. For each calendar year of diagnosis, dose declined significantly for each location, most rapidly for the inner quadrants (0.04 Gy/year). Declines in dose were similar across subgroups defined by age at diagnosis and body mass index. The PAR for CBC due to radiation exposure >1 Gy for women <40 years of age was 17%. Radiation dose-reduction measures have reduced dose to the contralateral breast during breast radiation therapy. Reducing the dose to the contralateral breast to <1 Gy could prevent an estimated 17% of subsequent radiation-associated CBCs for women treated under 40 years of age. These dose estimates inform CBC surveillance for the growing number of breast cancer survivors who received radiation therapy as young women in recent decades. Continued reductions in dose to the contralateral breast could further reduce the incidence of radiation-associated CBC., (©2023 by Radiation Research Society. All rights of reproduction in any form reserved.)
- Published
- 2023
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33. Automated tracking of morphologic changes in weekly magnetic resonance imaging during head and neck radiotherapy.
- Author
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Aliotta E, Hu YC, Zhang P, Lichtenwalner P, Caringi A, Allgood N, Tsai CJ, Zakeri K, Lee N, Zhang P, Cerviño L, and Aristophanous M
- Subjects
- Humans, Neck, Radiotherapy Planning, Computer-Assisted methods, Head, Radiotherapy Dosage, Magnetic Resonance Imaging, Head and Neck Neoplasms diagnostic imaging, Head and Neck Neoplasms radiotherapy
- Abstract
Background and Purpose: Anatomic changes during head and neck radiotherapy can impact dose delivery, necessitate adaptive replanning, and indicate patient-specific response to treatment. We have developed an automated system to track these changes through longitudinal MRI scans to aid identification and clinical intervention. The purpose of this article is to describe this tracking system and present results from an initial cohort of patients., Materials and Methods: The Automated Watchdog in Adaptive Radiotherapy Environment (AWARE) was developed to process longitudinal MRI data for radiotherapy patients. AWARE automatically identifies and collects weekly scans, propagates radiotherapy planning structures, computes structure changes over time, and reports important trends to the clinical team. AWARE also incorporates manual structure review and revision from clinical experts and dynamically updates tracking statistics when necessary. AWARE was applied to patients receiving weekly T2-weighted MRI scans during head and neck radiotherapy. Changes in nodal gross tumor volume (GTV) and parotid gland delineations were tracked over time to assess changes during treatment and identify early indicators of treatment response., Results: N = 91 patients were tracked and analyzed in this study. Nodal GTVs and parotids both shrunk considerably throughout treatment (-9.7 ± 7.7% and -3.7 ± 3.3% per week, respectively). Ipsilateral parotids shrunk significantly faster than contralateral (-4.3 ± 3.1% vs. -2.9 ± 3.3% per week, p = 0.005) and increased in distance from GTVs over time (+2.7 ± 7.2% per week, p < 1 × 10
-5 ). Automatic structure propagations agreed well with manual revisions (Dice = 0.88 ± 0.09 for parotids and 0.80 ± 0.15 for GTVs), but for GTVs the agreement degraded 4-5 weeks after the start of treatment. Changes in GTV volume observed by AWARE as early as one week into treatment were predictive of large changes later in the course (AUC = 0.79)., Conclusion: AWARE automatically identified longitudinal changes in GTV and parotid volumes during radiotherapy. Results suggest that this system may be useful for identifying rapidly responding patients as early as one week into treatment., (© 2023 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine.)- Published
- 2023
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34. Automatically tracking brain metastases after stereotactic radiosurgery.
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Hsu DG, Ballangrud Å, Prezelski K, Swinburne NC, Young R, Beal K, Deasy JO, Cerviño L, and Aristophanous M
- Abstract
Background and Purpose: Patients with brain metastases (BMs) are surviving longer and returning for multiple courses of stereotactic radiosurgery. BMs are monitored after radiation with follow-up magnetic resonance (MR) imaging every 2-3 months. This study investigated whether it is possible to automatically track BMs on longitudinal imaging and quantify the tumor response after radiotherapy., Methods: The METRO process (MEtastasis Tracking with Repeated Observations was developed to automatically process patient data and track BMs. A longitudinal intrapatient registration method for T1 MR post-Gd was conceived and validated on 20 patients. Detections and volumetric measurements of BMs were obtained from a deep learning model. BM tracking was validated on 32 separate patients by comparing results with manual measurements of BM response and radiologists' assessments of new BMs. Linear regression and residual analysis were used to assess accuracy in determining tumor response and size change., Results: A total of 123 irradiated BMs and 38 new BMs were successfully tracked. 66 irradiated BMs were visible on follow-up imaging 3-9 months after radiotherapy. Comparing their longest diameter changes measured manually vs. METRO, the Pearson correlation coefficient was 0.88 (p < 0.001); the mean residual error was -8 ± 17%. The mean registration error was 1.5 ± 0.2 mm., Conclusions: Automatic, longitudinal tracking of BMs using deep learning methods is feasible. In particular, the software system METRO fulfills a need to automatically track and quantify volumetric changes of BMs prior to, and in response to, radiation therapy., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2023 The Author(s).)
- Published
- 2023
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35. Intrafractional accuracy and efficiency of a surface imaging system for deep inspiration breath hold during ablative gastrointestinal cancer treatment.
- Author
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Zeng C, Lu W, Reyngold M, Cuaron JJ, Li X, Cerviño L, and Li T
- Subjects
- Humans, Breath Holding, Motion, Movement, Radiotherapy Planning, Computer-Assisted methods, Pancreatic Neoplasms diagnostic imaging, Pancreatic Neoplasms radiotherapy, Gastrointestinal Neoplasms diagnostic imaging, Gastrointestinal Neoplasms radiotherapy
- Abstract
Purpose: Beam gating with deep inspiration breath hold (DIBH) usually depends on some external surrogate to infer internal target movement, and the exact internal movement is unknown. In this study, we tracked internal targets and characterized residual motion during DIBH treatment, guided by a surface imaging system, for gastrointestinal cancer. We also report statistics on treatment time., Methods and Materials: We included 14 gastrointestinal cancer patients treated with surface imaging-guided DIBH volumetrically modulated arc therapy, each with at least one radiopaque marker implanted near or within the target. They were treated in 25, 15, or 10 fractions. Thirteen patients received treatment for pancreatic cancer, and one underwent separate treatments for two liver metastases. The surface imaging system monitored a three-dimensional surface with ± 3 mm translation and ± 3° rotation threshold. During delivery, a kilovolt image was automatically taken every 20° or 40° gantry rotation, and the internal marker was identified from the image. The displacement and residual motion of the markers were calculated. To analyze the treatment efficiency, the treatment time of each fraction was obtained from the imaging and treatment timestamps in the record and verify system., Results: Although the external surface was monitored and limited to ± 3 mm and ± 3°, significant residual internal target movement was observed in some patients. The range of residual motion was 3-21 mm. The average displacement for this cohort was 0-3 mm. In 19% of the analyzed images, the magnitude of the instantaneous displacement was > 5 mm. The mean treatment time was 17 min with a standard deviation of 4 min., Conclusions: Precaution is needed when applying surface image guidance for gastrointestinal cancer treatment. Using it as a solo DIBH technique is discouraged when the correlation between internal anatomy and patient surface is limited. Real-time radiographic verification is critical for safe treatments., (© 2022 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine.)
- Published
- 2022
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36. AAPM task group report 302: Surface-guided radiotherapy.
- Author
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Al-Hallaq HA, Cerviño L, Gutierrez AN, Havnen-Smith A, Higgins SA, Kügele M, Padilla L, Pawlicki T, Remmes N, Smith K, Tang X, and Tomé WA
- Subjects
- Humans, Radiotherapy Dosage, Radiotherapy Planning, Computer-Assisted methods, Research Report, United States, Brachytherapy, Radiosurgery, Radiotherapy, Image-Guided methods
- Abstract
The clinical use of surface imaging has increased dramatically, with demonstrated utility for initial patient positioning, real-time motion monitoring, and beam gating in a variety of anatomical sites. The Therapy Physics Subcommittee and the Imaging for Treatment Verification Working Group of the American Association of Physicists in Medicine commissioned Task Group 302 to review the current clinical uses of surface imaging and emerging clinical applications. The specific charge of this task group was to provide technical guidelines for clinical indications of use for general positioning, breast deep-inspiration breath hold treatment, and frameless stereotactic radiosurgery. Additionally, the task group was charged with providing commissioning and on-going quality assurance (QA) requirements for surface-guided radiation therapy (SGRT) as part of a comprehensive QA program including risk assessment. Workflow considerations for other anatomic sites and for computed tomography simulation, including motion management, are also discussed. Finally, developing clinical applications, such as stereotactic body radiotherapy (SBRT) or proton radiotherapy, are presented. The recommendations made in this report, which are summarized at the end of the report, are applicable to all video-based SGRT systems available at the time of writing., (© 2022 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)
- Published
- 2022
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37. Combined Compressed Sensing and SENSE to Enhance Radiation Therapy Magnetic Resonance Imaging Simulation.
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Yu VY, Zakian K, Tyagi N, Zhang M, Romesser PB, Dresner A, Cerviño L, and Otazo R
- Abstract
Purpose: To assess the effect of a combination of compressed sensing and SENSitivity Encoding (SENSE) acceleration techniques on radiation therapy magnetic resonance imaging (MRI) simulation workflows., Methods and Materials: Thirty-seven acquisitions were performed with both SENSE-only (SENSE) and combined compressed sensing and SENSE (CS) techniques in 24 patients receiving radiation therapy MRI simulation for a wide range of disease sites. The anatomic field of view prescription and image resolution were identical for both SENSE and CS acquisitions to ensure fair comparison. The acquisition time of all images was recorded to assess time savings. For each image pair, image quality, and ability to contour were assessed by 2 radiation oncologists. Aside from direct image pair comparisons, the feasibility of using CS to improve MRI simulation protocols by increasing image resolution, field of view, and reducing motion artifacts was also evaluated., Results: CS resulted in an average reduction of 27% in scan time with negligible changes in image quality and the ability to contour structures for RT treatment planning compared with SENSE. Physician scoring of image quality and ability to contour shows that while SENSE still has slightly better image quality compared with CS, this observed difference in image quality did not affect the ability to contour. In addition, the higher acceleration capability of CS enabled use of superior-inferior direction phase encoding in a sagittal 3-dimensional T2-weighted scan for substantially improved visibility of the prostatic urethra, which eliminated the need for a Foley catheter in most patients., Conclusions: The combination of compressed sensing and parallel imaging resulted in marked improvements in the MRI Simulation workflow. The scan time was reduced without significantly affecting image quality in the context of ability to contour. The acceleration capabilities allowed for increased image resolution under similar scanning times as well as significantly improved urethra visualization in prostate simulations., (© 2021 The Authors.)
- Published
- 2021
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38. Deep learning auto-segmentation and automated treatment planning for trismus risk reduction in head and neck cancer radiotherapy.
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Thor M, Iyer A, Jiang J, Apte A, Veeraraghavan H, Allgood NB, Kouri JA, Zhou Y, LoCastro E, Elguindi S, Hong L, Hunt M, Cerviño L, Aristophanous M, Zarepisheh M, and Deasy JO
- Abstract
Background and Purpose: Reducing trismus in radiotherapy for head and neck cancer (HNC) is important. Automated deep learning (DL) segmentation and automated planning was used to introduce new and rarely segmented masticatory structures to study if trismus risk could be decreased., Materials and Methods: Auto-segmentation was based on purpose-built DL, and automated planning used our in-house system, ECHO. Treatment plans for ten HNC patients, treated with 2 Gy × 35 fractions, were optimized (ECHO
0 ). Six manually segmented OARs were replaced with DL auto-segmentations and the plans re-optimized (ECHO1 ). In a third set of plans, mean doses for auto-segmented ipsilateral masseter and medial pterygoid (MIMean , MPIMean ), derived from a trismus risk model, were implemented as dose-volume objectives (ECHO2 ). Clinical dose-volume criteria were compared between the two scenarios (ECHO0 vs . ECHO1 ; ECHO1 vs . ECHO2 ; Wilcoxon signed-rank test; significance: p < 0.01)., Results: Small systematic differences were observed between the doses to the six auto-segmented OARs and their manual counterparts (median: ECHO1 = 6.2 (range: 0.4, 21) Gy vs. ECHO0 = 6.6 (range: 0.3, 22) Gy; p = 0.007), and the ECHO1 plans provided improved normal tissue sparing across a larger dose-volume range. Only in the ECHO2 plans, all patients fulfilled both MIMean and MPIMean criteria. The population median MIMean and MPIMean were considerably lower than those suggested by the trismus model (ECHO0 : MIMean = 13 Gy vs. ≤42 Gy; MPIMean = 29 Gy vs. ≤68 Gy)., Conclusions: Automated treatment planning can efficiently incorporate new structures from DL auto-segmentation, which results in trismus risk sparing without deteriorating treatment plan quality. Auto-planning and deep learning auto-segmentation together provide a powerful platform to further improve treatment planning., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2021 The Authors. Published by Elsevier B.V. on behalf of European Society of Radiotherapy & Oncology.)- Published
- 2021
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39. Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric.
- Author
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Lim SB, Lee N, Zakeri K, Greer P, Fuangrod T, Coffman F, Cerviño L, and Lovelock DM
- Subjects
- Adult, Aged, Aged, 80 and over, Dose Fractionation, Radiation, Female, Humans, Male, Middle Aged, Patient Reported Outcome Measures, Pharyngeal Muscles, Radiation Dosage, Radiotherapy Planning, Computer-Assisted, Risk Assessment methods, Salivary Glands, Xerostomia etiology, Deglutition Disorders etiology, Head and Neck Neoplasms radiotherapy, Quality of Life
- Abstract
Purpose/objective(s): The additional personnel and imaging procedures required for Adaptive Radiation Therapy (ART) pose a challenge for a broad implementation. We hypothesize that a change in transit fluence during the treatment course is correlated with the change of quality of life and thus can be used as a replanning trigger., Materials/methods: Twenty-one head and neck cancer (HNC) patients filled out an MD Anderson Dysphagia Inventory (MDADI) questionnaire, before-and-after the radiotherapy treatment course. The transit fluence was measured by the Watchdog (WD) in-vivo portal dosimetry system. The patients were monitored with daily WD and weekly CBCTs. The region of interest (ROI) of each patient was defined as the outer contour of the patient between approximate spine levels C1 to C4, essentially the neck and mandible inside the beam's eye view. The nth day integrated transit fluence change, Δϕ
n , and the volume change, ΔVROI , of the ROI of each patient was calculated from the corresponding WD and CBCT measurements. The correlation between MDADI scores and age, gender, planning mean dose to salivary glandssg >, weight change ΔW, ΔV ROI , and Δϕn , were analyzed using the ranked-Pearson correlation., Results: No statistically significant correlation was found for age, gender and ΔW.sg > was found to have clinically important correlation with functional MDADI (ρ = -0.39, P = 0.081). ΔV ROI was found to have statistically significant correlation of 0.44, 0.47 and 0.44 with global, physical and functional MDADI ( P -value < 0.05). Δϕn was found to have statistically significant ranked-correlation (-0.46, -0.46 and -0.45) with physical, functional and total MDADI ( P -value < 0.05)., Conclusion: A transit fluence based decision support metric (DSM) is statistically correlated with the dysphagia risk. It can not only be used as an early signal in assisting clinicians in the ART patient selection for replanning, but also lowers the resource barrier of ART implementation.- Published
- 2021
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40. A survey of surface imaging use in radiation oncology in the United States.
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Padilla L, Havnen-Smith A, Cerviño L, and Al-Hallaq HA
- Subjects
- Humans, Image Processing, Computer-Assisted methods, Neoplasms diagnostic imaging, Neoplasms pathology, Radiotherapy Dosage, Radiotherapy, Intensity-Modulated methods, Tomography, X-Ray Computed methods, United States, Neoplasms surgery, Particle Accelerators instrumentation, Radiation Oncology standards, Radiosurgery methods, Respiratory-Gated Imaging Techniques methods, Surveys and Questionnaires statistics & numerical data
- Abstract
Surface imaging (SI) has been rapidly integrated into radiotherapy clinics across the country without specific guidelines and recommendations on its commissioning and use aside from vendor-provided information. A survey was created under the auspices of AAPM TG-302 to assess the current status of SI to identify if there is need for formal guidance. The survey was designed to determine the institutional setting of responders, availability and length of its use, commissioning procedures, and clinical applications. This survey was created in REDCap, and approved as IRB exempt to collect anonymized data. Questions were reviewed by multiple physicists to ensure concept validity and piloted by a small group of independent physicists to ensure process validity. All full members of AAPM self-identified as "therapy" or "other" were sent the survey link by email. The survey was active from February to March 2018. Of 3677 members successfully contacted, 439 completed responses; the summary of these responses provides insight on current surface imaging clinical practices, though they should not be assumed to be representative of radiation oncology as a whole. Results showed that 53.3% of respondents have SI in their clinics, mostly in treatment rooms, rarely in simulation rooms. Half of those without SI plan on purchasing it within 3 years. Over 10% have SI but do not use it clinically, 36.8% classify themselves as "expert" users, and 85.5% agreed/strongly agreed that SI guidelines are needed. Initial positioning with SI is most common for breast/chestwall and SRS/SBRT treatments, least common for pediatrics. Use of SI for intra-fraction monitoring follows a similar distribution. Gating with SI is most prevalent for breast/chestwall (66.0%) but also used in SBRT (33.0%), and non-SBRT lung/abdomen (<30%) treatments. SI is a rapidly growing technology in the field with widespread use for several anatomic sites. Guidelines and recommendations on commissioning and clinical use are warranted., (© 2019 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine.)
- Published
- 2019
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41. Automatic patient positioning and gating window settings in respiratory-gated stereotactic body radiation therapy for pancreatic cancer using fluoroscopic imaging.
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Pettersson N, Simpson D, Atwood T, Hattangadi-Gluth J, Murphy J, and Cerviño L
- Subjects
- Humans, Image Processing, Computer-Assisted methods, Movement, Pancreatic Neoplasms diagnostic imaging, Prognosis, Radiotherapy Dosage, Radiotherapy, Intensity-Modulated methods, Respiration, Retrospective Studies, Fluoroscopy methods, Pancreatic Neoplasms surgery, Patient Positioning, Radiosurgery, Radiotherapy Planning, Computer-Assisted methods, Radiotherapy, Image-Guided methods, Respiratory-Gated Imaging Techniques methods
- Abstract
Before treatment delivery of respiratory-gated radiation therapy (RT) in patients with implanted fiducials, both the patient position and the gating window thresholds must be set. In linac-based RT, this is currently done manually and setup accuracy will therefore be dependent on the skill of the user. In this study, we present an automatic method for finding the patient position and the gating window thresholds. Our method uses sequentially acquired anterior-posterior (AP) and lateral fluoroscopic imaging with simultaneous breathing amplitude monitoring and intends to reach 100% gating accuracy while keeping the duty cycle as high as possible. We retrospectively compared clinically used setups to the automatic setups by our method in five pancreatic cancer patients treated with hypofractionated RT. In 15 investigated fractions, the average (±standard deviation) differences between the clinical and automatic setups were -0.4 ± 0.8 mm, -1.0 ± 1.1 mm, and 1.8 ± 1.3 mm in the left-right (LR), the AP, and the superior-inferior (SI) direction, respectively. For the clinical setups, typical interfractional setup variations were 1-2 mm in the LR and AP directions, and 2-3 mm in the SI direction. Using the automatic method, the duty cycle could be improved in six fractions, in four fractions the duty cycle had to be lowered to improve gating accuracy, and in five fractions both duty cycle and gating accuracy could be improved. Our automatic method has the potential to increase accuracy and decrease user dependence of setup for patients with implanted fiducials treated with respiratory-gated RT. After fluoroscopic image acquisition, the calculated patient shifts and gating window thresholds are calculated in 1-2 s. The method gives the user the possibility to evaluate the effect of different patient positions and gating window thresholds on gating accuracy and duty cycle. If deemed necessary, it can be used at any time during treatment delivery., (© 2018 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine.)
- Published
- 2018
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42. A novel 3D-printed phantom insert for 4D PET/CT imaging and simultaneous integrated boost radiotherapy.
- Author
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Cerviño L, Soultan D, Cornell M, Yock A, Pettersson N, Song WY, Aguilera J, Advani S, Murphy J, Hoh C, James C, Paravati A, Coope R, Gill B, and Moiseenko V
- Subjects
- Fluorodeoxyglucose F18, Image Processing, Computer-Assisted, Radiometry, Time Factors, Four-Dimensional Computed Tomography instrumentation, Phantoms, Imaging, Positron Emission Tomography Computed Tomography instrumentation, Printing, Three-Dimensional, Surgery, Computer-Assisted instrumentation
- Abstract
Purpose: To construct a 3D-printed phantom insert designed to mimic the variable PET tracer uptake seen in lung tumor volumes and a matching dosimetric insert to be used in simultaneous integrated boost (SIB) phantom studies, and to evaluate the design through end-to-end tests., Methods: A set of phantom inserts was designed and manufactured for a realistic representation of gated radiotherapy steps from 4D PET/CT scanning to dose delivery. A cylindrical phantom (φ80 × 120 mm) holds inserts for PET/CT scanning. The novel 3D printed insert dedicated to 4D PET/CT mimics high PET tracer uptake in the core and low uptake in the periphery. This insert is a variable density porous cylinder (φ44.5 × 70.0 mm), ABS-P430 thermoplastic, 3D printed by fused deposition modeling an inner (φ11 × 42 mm) cylindrical void. The square pores (1.8 × 1.8 mm
2 each) fill 50% of outer volume, resulting in a 2:1 PET tracer concentration ratio in the void volume with respect to porous volume. A matching cylindrical phantom insert is dedicated to validate gated radiotherapy. It contains eight peripheral holes and one central hole, matching the location of the porous part and the void part of the 3D printed insert, respectively. These holes accommodate adaptors for Farmer-type ion chamber and cells vials. End-to-end tests were designed for imaging, planning, and dose measurements., Results: End-to-end test were performed from 4D PET/CT scanning to transferring data to the planning system, target volume delineation, and dose measurements. 4D PET/CT scans were acquired of the phantom at different respiratory motion patterns and gating windows. A measured 2:1 18F-FDG concentration ratio between inner void and outer porous volume matched the 3D printed design. Measured dose in the dosimetric insert agreed well with planned dose on the imaging insert, within 3% for the static phantom and within 5% for most breathing patterns., Conclusions: The novel 3D printed phantom insert mimics variable PET tracer uptake typical of tumors. Obtained 4D PET/CT scans are suitable for segmentation and treatment planning and delivery in SIB gated treatments. Our experiments demonstrate the feasibility of this set of phantom inserts serving as end-to-end quality-assurance phantoms of SIB radiotherapy., (© 2017 American Association of Physicists in Medicine.)- Published
- 2017
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43. Dosimetric assessment of brass mesh bolus for postmastectomy photon radiotherapy.
- Author
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Manger R, Paxton A, and Cerviño L
- Subjects
- Breast Neoplasms surgery, Female, Humans, Radiometry, Radiotherapy, Intensity-Modulated methods, Thorax diagnostic imaging, Breast Neoplasms radiotherapy, Mastectomy methods, Phantoms, Imaging, Photons therapeutic use, Radiotherapy Planning, Computer-Assisted methods, Thorax radiation effects
- Abstract
Brass mesh bolus has been shown to be an acceptable substitute for tissue-equivalent bolus to increase superficial dose for chest wall tangent photon radiotherapy. This work investigated the increase in surface dose, the change in the dose at depth, and the safety implications of higher energy photon beams when using brass mesh bolus for postmastectomy chest wall radiotherapy. A photon tangent plan was delivered to a thorax phantom, and the superficial dose ranged from 40%-72% of prescription dose with no bolus. The surface dose increased to 75%-110% of prescription dose with brass mesh bolus and 85%-109% of prescription dose with tissue-equivalent bolus. It was also found that the dose at depth when using brass mesh bolus is comparable to that measured with no bolus for en face and oblique incidence. Monte Carlo calculations were used to assess the photoneutron production from brass mesh bolus used with 15 MV and 24 MV photon beams. The effective dose from photoneutrons was approximated and found to be relatively small, yet not negligible. Activation products generated by these photoneutrons, the surface dose rate due to the activation products, and the half-life of the activation products were also considered in this work. The authors conclude that brass mesh bolus is a reasonable alternative to tissue-equivalent bolus, and it may be used with high-energy beam; but one should be aware of the potential increased effective dose to staff and patients due to the activation products produced by photoneutrons., (© 2016 The Authors.)
- Published
- 2016
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44. An Automated Treatment Plan Quality Control Tool for Intensity-Modulated Radiation Therapy Using a Voxel-Weighting Factor-Based Re-Optimization Algorithm.
- Author
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Song T, Li N, Zarepisheh M, Li Y, Gautier Q, Zhou L, Mell L, Jiang S, and Cerviño L
- Subjects
- Algorithms, Cervix Uteri radiation effects, Female, Humans, Organs at Risk radiation effects, Quality Control, Radiotherapy Planning, Computer-Assisted economics, Radiotherapy, Intensity-Modulated economics, Uterine Cervical Neoplasms radiotherapy, Workflow, Radiotherapy Planning, Computer-Assisted methods, Radiotherapy, Intensity-Modulated methods
- Abstract
Intensity-modulated radiation therapy (IMRT) currently plays an important role in radiotherapy, but its treatment plan quality can vary significantly among institutions and planners. Treatment plan quality control (QC) is a necessary component for individual clinics to ensure that patients receive treatments with high therapeutic gain ratios. The voxel-weighting factor-based plan re-optimization mechanism has been proved able to explore a larger Pareto surface (solution domain) and therefore increase the possibility of finding an optimal treatment plan. In this study, we incorporated additional modules into an in-house developed voxel weighting factor-based re-optimization algorithm, which was enhanced as a highly automated and accurate IMRT plan QC tool (TPS-QC tool). After importing an under-assessment plan, the TPS-QC tool was able to generate a QC report within 2 minutes. This QC report contains the plan quality determination as well as information supporting the determination. Finally, the IMRT plan quality can be controlled by approving quality-passed plans and replacing quality-failed plans using the TPS-QC tool. The feasibility and accuracy of the proposed TPS-QC tool were evaluated using 25 clinically approved cervical cancer patient IMRT plans and 5 manually created poor-quality IMRT plans. The results showed high consistency between the QC report quality determinations and the actual plan quality. In the 25 clinically approved cases that the TPS-QC tool identified as passed, a greater difference could be observed for dosimetric endpoints for organs at risk (OAR) than for planning target volume (PTV), implying that better dose sparing could be achieved in OAR than in PTV. In addition, the dose-volume histogram (DVH) curves of the TPS-QC tool re-optimized plans satisfied the dosimetric criteria more frequently than did the under-assessment plans. In addition, the criteria for unsatisfied dosimetric endpoints in the 5 poor-quality plans could typically be satisfied when the TPS-QC tool generated re-optimized plans without sacrificing other dosimetric endpoints. In addition to its feasibility and accuracy, the proposed TPS-QC tool is also user-friendly and easy to operate, both of which are necessary characteristics for clinical use.
- Published
- 2016
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45. Cardiac dosimetric evaluation of deep inspiration breath-hold level variances using computed tomography scans generated from deformable image registration displacement vectors.
- Author
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Harry T, Rahn D, Semenov D, Gu X, Yashar C, Einck J, Jiang S, and Cerviño L
- Subjects
- Female, Humans, Lung, Radiometry, Radiotherapy Planning, Computer-Assisted, Tomography, X-Ray Computed, Breast Neoplasms radiotherapy, Heart, Inhalation, Radiation Dosage
- Abstract
There is a reduction in cardiac dose for left-sided breast radiotherapy during treatment with deep inspiration breath-hold (DIBH) when compared with treatment with free breathing (FB). Various levels of DIBH may occur for different treatment fractions. Dosimetric effects due to this and other motions are a major component of uncertainty in radiotherapy in this setting. Recent developments in deformable registration techniques allow displacement vectors between various temporal and spatial patient representations to be digitally quantified. We propose a method to evaluate the dosimetric effect to the heart from variable reproducibility of DIBH by using deformable registration to create new anatomical computed tomography (CT) scans. From deformable registration, 3-dimensional deformation vectors are generated with FB and DIBH. The obtained deformation vectors are scaled to 75%, 90%, and 110% and are applied to the reference image to create new CT scans at these inspirational levels. The scans are then imported into the treatment planning system and dose calculations are performed. The average mean dose to the heart was 2.5Gy (0.7 to 9.6Gy) at FB, 1.2Gy (0.6 to 3.8Gy, p < 0.001) at 75% inspiration, 1.1Gy (0.6 to 3.1Gy, p = 0.004) at 90% inspiration, 1.0Gy (0.6 to 3.0Gy) at 100% inspiration or DIBH, and 1.0Gy (0.6 to 2.8Gy, p = 0.019) at 110% inspiration. The average mean dose to the left anterior descending artery (LAD) was 19.9Gy (2.4 to 46.4Gy), 8.6Gy (2.0 to 43.8Gy, p < 0.001), 7.2Gy (1.9 to 40.1Gy, p = 0.035), 6.5Gy (1.8 to 34.7Gy), and 5.3Gy (1.5 to 31.5Gy, p < 0.001), correspondingly. This novel method enables numerous anatomical situations to be mimicked and quantifies the dosimetric effect they have on a treatment plan., (Copyright © 2016 American Association of Medical Dosimetrists. Published by Elsevier Inc. All rights reserved.)
- Published
- 2016
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46. A deformable head and neck phantom with in-vivo dosimetry for adaptive radiotherapy quality assurance.
- Author
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Graves YJ, Smith AA, Mcilvena D, Manilay Z, Lai YK, Rice R, Mell L, Jia X, Jiang SB, and Cerviño L
- Subjects
- Algorithms, Equipment Design, Feasibility Studies, Head and Neck Neoplasms diagnostic imaging, Head and Neck Neoplasms radiotherapy, Humans, Models, Biological, Radiometry, Tomography, X-Ray Computed, Head diagnostic imaging, Head radiation effects, Neck diagnostic imaging, Neck radiation effects, Phantoms, Imaging, Quality Assurance, Health Care methods, Radiotherapy instrumentation, Radiotherapy methods
- Abstract
Purpose: Patients' interfractional anatomic changes can compromise the initial treatment plan quality. To overcome this issue, adaptive radiotherapy (ART) has been introduced. Deformable image registration (DIR) is an important tool for ART and several deformable phantoms have been built to evaluate the algorithms' accuracy. However, there is a lack of deformable phantoms that can also provide dosimetric information to verify the accuracy of the whole ART process. The goal of this work is to design and construct a deformable head and neck (HN) ART quality assurance (QA) phantom with in vivo dosimetry., Methods: An axial slice of a HN patient is taken as a model for the phantom construction. Six anatomic materials are considered, with HU numbers similar to a real patient. A filled balloon inside the phantom tissue is inserted to simulate tumor. Deflation of the balloon simulates tumor shrinkage. Nonradiopaque surface markers, which do not influence DIR algorithms, provide the deformation ground truth. Fixed and movable holders are built in the phantom to hold a diode for dosimetric measurements., Results: The measured deformations at the surface marker positions can be compared with deformations calculated by a DIR algorithm to evaluate its accuracy. In this study, the authors selected a Demons algorithm as a DIR algorithm example for demonstration purposes. The average error magnitude is 2.1 mm. The point dose measurements from the in vivo diode dosimeters show a good agreement with the calculated doses from the treatment planning system with a maximum difference of 3.1% of prescription dose, when the treatment plans are delivered to the phantom with original or deformed geometry., Conclusions: In this study, the authors have presented the functionality of this deformable HN phantom for testing the accuracy of DIR algorithms and verifying the ART dosimetric accuracy. The authors' experiments demonstrate the feasibility of this phantom serving as an end-to-end ART QA phantom.
- Published
- 2015
- Full Text
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47. Progressive cone beam CT dose control in image-guided radiation therapy.
- Author
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Yan H, Zhen X, Cerviño L, Jiang SB, and Jia X
- Subjects
- Cone-Beam Computed Tomography adverse effects, Cone-Beam Computed Tomography instrumentation, Humans, Phantoms, Imaging, Radiation Dosage, Radiotherapy Dosage, Cone-Beam Computed Tomography methods, Neoplasms diagnostic imaging, Neoplasms radiotherapy, Radiation Protection methods, Radiotherapy Planning, Computer-Assisted methods, Radiotherapy, Conformal methods, Radiotherapy, Image-Guided methods
- Abstract
Purpose: Cone beam CT (CBCT) in image-guided radiotherapy (IGRT) offers a tremendous advantage for treatment guidance. The associated imaging dose is a clinical concern. One unique feature of CBCT-based IGRT is that the same patient is repeatedly scanned during a treatment course, and the contents of CBCT images at different fractions are similar. The authors propose a progressive dose control (PDC) scheme to utilize this temporal correlation for imaging dose reduction., Methods: A dynamic CBCT scan protocol, as opposed to the static one in the current clinical practice, is proposed to gradually reduce the imaging dose in each treatment fraction. The CBCT image from each fraction is processed by a prior-image based nonlocal means (PINLM) module to enhance its quality. The increasing amount of prior information from previous CBCT images prevents degradation of image quality due to the reduced imaging dose. Two proof-of-principle experiments have been conducted using measured phantom data and Monte Carlo simulated patient data with deformation., Results: In the measured phantom case, utilizing a prior image acquired at 0.4 mAs, PINLM is able to improve the image quality of a CBCT acquired at 0.2 mAs by reducing the noise level from 34.95 to 12.45 HU. In the synthetic patient case, acceptable image quality is maintained at four consecutive fractions with gradually decreasing exposure levels of 0.4, 0.1, 0.07, and 0.05 mAs. When compared with the standard low-dose protocol of 0.4 mAs for each fraction, an overall imaging dose reduction of more than 60% is achieved., Conclusions: PINLM-PDC is able to reduce CBCT imaging dose in IGRT utilizing the temporal correlations among the sequence of CBCT images while maintaining the quality.
- Published
- 2013
- Full Text
- View/download PDF
48. Extracting respiratory signals from thoracic cone beam CT projections.
- Author
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Yan H, Wang X, Yin W, Pan T, Ahmad M, Mou X, Cerviño L, Jia X, and Jiang SB
- Subjects
- Four-Dimensional Computed Tomography, Humans, Movement, Principal Component Analysis, Rotation, Time Factors, Cone-Beam Computed Tomography methods, Image Processing, Computer-Assisted methods, Radiography, Thoracic methods, Respiration
- Abstract
The patient respiratory signal associated with the cone beam CT (CBCT) projections is important for lung cancer radiotherapy. In contrast to monitoring an external surrogate of respiration, such a signal can be extracted directly from the CBCT projections. In this paper, we propose a novel local principal component analysis (LPCA) method to extract the respiratory signal by distinguishing the respiration motion-induced content change from the gantry rotation-induced content change in the CBCT projections. The LPCA method is evaluated by comparing with three state-of-the-art projection-based methods, namely the Amsterdam Shroud method, the intensity analysis method and the Fourier-transform-based phase analysis method. The clinical CBCT projection data of eight patients, acquired under various clinical scenarios, were used to investigate the performance of each method. We found that the proposed LPCA method has demonstrated the best overall performance for cases tested and thus is a promising technique for extracting a respiratory signal. We also identified the applicability of each existing method.
- Published
- 2013
- Full Text
- View/download PDF
49. [Hepatotoxicity caused by isoniazid].
- Author
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Castillo J, Lema M, Cameselle L, Al-Shaban W, Cerviño L, Salgueiro M, and Noya M
- Subjects
- Adult, Chemical and Drug Induced Liver Injury blood, Female, Humans, Liver Function Tests, Male, Middle Aged, Tuberculosis prevention & control, Chemical and Drug Induced Liver Injury etiology, Isoniazid adverse effects
- Published
- 1981
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