107 results on '"Modulation factor"'
Search Results
2. Dynamic conformal arcs-based single-isocenter VMAT planning technique for radiosurgery of multiple brain metastases
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William H. St. Clair, Allison N Palmiero, Mark E. Bernard, and Damodar Pokhrel
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Lung Neoplasms ,medicine.medical_treatment ,Dose distribution ,Radiosurgery ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,Humans ,Medicine ,Dosimetry ,Radiology, Nuclear Medicine and imaging ,Radiological and Ultrasound Technology ,Brain Neoplasms ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Isocenter ,Radiotherapy Dosage ,Planning Techniques ,Modulation factor ,Oncology ,Treatment delivery ,030220 oncology & carcinogenesis ,Dynamic conformal arc ,Brain lesions ,Radiotherapy, Intensity-Modulated ,business ,Nuclear medicine - Abstract
Multiple small beamlets in the delivery of highly modulated single-isocenter HyperArc VMAT plan can lead to dose delivery errors associated with small-field dosimetry, which can be a major concern for stereotactic radiosurgery for multiple brain lesions. Herein, we describe and compare a clinically valuable dynamic conformal arc (DCA)-based VMAT (DCA-VMAT) approach for stereotactic radiosurgery of multiple brain lesions using flattening filter free beams to minimize this effect. Original single-isocenter HyperArc style VMAT and DCA-VMAT plans were created on 7 patients with 2 to 8 brain lesions (total 35 lesions) for 10 MV- flattening filter free beam. 20 Gy was prescribed to each lesion. For identical planning criteria, DCA-VMAT utilizes user-controlled field aperture shaper before VMAT optimization. Plans were evaluated for conformity and target coverage, low- and intermediate dose spillages to brain volume that received more than 30% (V30%) and 50% (V50%) of prescription dose. Additionally, mean brain dose, V8, V12 and maximal dose to adjacent organs-at-risk (OAR) including hippocampi were reported. Total monitor units, beam modulation factor, treatment delivery efficiency, and accuracy were recorded. Comparing with original VMAT, DCA-VMAT plans provided similar tumor dose, target coverage and conformity, yet tighter radio-surgical dose distribution with lower dose to normal brain V30% (p = 0.009), V50% (p = 0.05) and other OAR including lower dose to hippocampi. Lower total number of monitor units and smaller beam modulation factor reduced beam on time by 2.82 min (p0.001), on average (maximum up to 3.8 min). Beam delivery accuracy was improved by 8%, on average (p0.001) and maximum up to 13% in some cases for DCA-VMAT plans. This novel DCA-VMAT approach provided excellent plan quality, reduced dose to normal brain, and other OAR while significantly reducing beam-on time for radiosurgery of multiple brain lesions-improving patient compliance and clinic workflow. It also provided less MLC modulation through the targets-potentially minimizing small field dosimetry errors as demonstrated by quality assurance results. Incorporating DCA-based VMAT optimization in HyperArc module for radiosurgery of multiple brain lesions merits future investigation.
- Published
- 2021
3. Analysis of the Effect of Tomotherapy Plan Parameters on Patient-Specific Delivery Quality Assurance (DQA)
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Jina Kim, Young-Nam Kang, Chul-Seung Kay, and Hong-Seok Jang
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010302 applied physics ,medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Significant difference ,General Physics and Astronomy ,Regression analysis ,02 engineering and technology ,Patient specific ,021001 nanoscience & nanotechnology ,01 natural sciences ,Standard deviation ,Tomotherapy ,Modulation factor ,Beam delivery ,0103 physical sciences ,medicine ,Medical physics ,0210 nano-technology ,business ,Quality assurance - Abstract
When Delivery Quality Assurance (DQA) results do not coincide with specific criteria, re-measurement and re-treatment planning are required because incorrect beam delivery to the patient may occur. Therefore, an analysis of the plan parameters to find reasons for failure is essential. In this paper, we examine the effect of plan parameters on the DQA passing rate and clarify the plan parameters that should be adjusted mainly for each Tomotherapy when DQA fails and re-planning is required. Two versions of Tomotherapy treatment machines, Tomotherapy Hi-art and Radixact X9, were used. An independent t-test was performed to confirm the significant difference between the DQA passing rates of Tomotherapy Hi-art and Radixact X9. Also, a regression analysis was performed to analyze the correlation between plan parameters and passing rates. The average passing rate for Radixact X9 was 99.82 (standard deviation [SD] = 0.32) and that for Tomotherapy Hi-art was 98.46 (SD = 1.76). The passing rate of Radixact X9 was significantly higher than that of Tomotherapy Hi-art (P = 0.000). Statistically significant independent variables adopted from Tomotherapy Hi-art were IEC Yf (p = 0.025), the modulation factor (p = 0.003), and the number of control points (p = 0.006). The statistically significant parameter for Radixact X9 was IEC Xf (p = 0.000). According to the results, the new version of Tomotherapy(Radixact X9) has a relatively higher DQA pass rate than the old version (Tomotherapy Hi-art), and if the DQA fails and re-planning is required, each of the plan parameters can be adjusted to achieve a higher pass rate.
- Published
- 2019
4. Fluence-weighted average subfield size in helical TomoTherapy
- Author
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Hilke Vorwerk, Andrea Wittig, Klemens Zink, Simon Howitz, and Tilo Wiezorek
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Male ,Field (physics) ,medicine.medical_treatment ,Biophysics ,Fluence ,Square (algebra) ,Tomotherapy ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Range (statistics) ,medicine ,Humans ,Dosimetry ,Radiology, Nuclear Medicine and imaging ,Mathematics ,Radiological and Ultrasound Technology ,Mathematical analysis ,Prostatic Neoplasms ,Radiotherapy Dosage ,Modulation factor ,Head and Neck Neoplasms ,Radiotherapy, Intensity-Modulated ,Organ Sparing Treatments ,Software - Abstract
Introduction Helical TomoTherapy allows a highly conformal dose distribution to complex target geometries with a good protection of organs at risk. However, the small field sizes associated with this method are a possible source of dosimetrical uncertainties. The IAEA has published detector-specific field output correction factors for static fields of the TomoTherapy in the TRS483. This work investigates the average subfield size of helical TomoTherapy plans. Material and methods A new parameter for helical TomoTherapy was defined – the fluence-weighted average subfield size. The subfield sizes were extracted from the leaf-opening time sinograms in the RT-plan files for 30 clinical prostate and head and neck plans and were put in relation to Delat4 Phantom+ measurement results. Additionally the influence of planning parameters on the subfield size was studied by varying the modulation factor, number of iterations and pitch in the dose optimization and calculation for three different clinical indications H&N, prostate and rectum cancer . Selected plans were dosimetrically verified by Delta4 measurements to examine the reliability in dependence of the average subfield size. Furthermore, the impact of the planning parameters on a) the dose distribution, with regard to the planning target volume and regions at risks, and b) machine characteristics such as delivery time, actual modulation factor and leaf-opening times were evaluated. Results The average equivalent square subfield lengths ( s ¯ e q ) of the two investigated indications did not differ significantly – prostate plans: 2.75 ± 0.14 cm and H&N plans: 2.70 ± 0.16 cm, both with a jaw width of 2.5 cm. No correlation between field size and measured dose deviation was detected. The number of iterations and the modulation factor have a considerable influence on the average subfield size. The higher the planned modulation factor and the more iterations are used during optimization, the smaller is the subfield size. In our pilot study plans were calculated with field sizes s ¯ e q between 4.2 cm and 1.7 cm, with a jaw width of 2.5 cm. Again, the measurement results of Delta4 showed no significant deviation from the doses calculated by the TomoTherapy planning system for the whole range of subfield sizes, and no significant correlation between field sizes and dose deviations was found. As expected, the clinical dose distribution improved with increasing modulation factor and an increasing number of iterations. The compromise between an improved dose distribution and smaller s ¯ e q was shown. Conclusion In this work, a method was presented to determine the average subfield size for helical TomoTherapy plans. The response of the Delta4 did not show any dependence on field size in the range of the field sizes covered by the studied plans. The influence of the subfield sizes on other dosimetry systems remains to be investigated.
- Published
- 2019
5. Power and Phase Variation of Backscattered RFID Signal with Respect to the Incident Power at the Tag
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Spyros Megalou, Aggelos Bletsas, Antonis G. Dimitriou, and Traianos V. Yioultsis
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Phase variation ,Physics ,Modulation factor ,RFID tag ,Phase ,Acoustics ,Passive RFID ,RSSI ,Signal ,Power (physics) - Abstract
Summarization: In this paper, we investigate how the incident power at the tag affects the backscattered signal that reaches the reader. It is shown experimentally and theoretically that the backscattered complex signal, i.e. magnitude and phase, changes significantly with respect to the incident power at the tag’s antenna. This effect is neglected in prior art and is due to the change of the input impedance of the tag’s front end, due to the presence of non-linear components, like the rectifier’s diodes. Measured deviation of 14dBs and phase shift of 100 degrees is reported herein. These variations might lead to large localization errors, depending on the method and the measured quantity, unless the localization algorithm accounts for the expected variability. Παρουσιάστηκε στο: 2021 IEEE International Conference on RFID Technology and Applications
- Published
- 2021
6. Generation and Modulation of Controllable Multi-Focus Array Based on Phase Segmentation
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Zihan, Liu, Jiaqing, Hou, Yu, Zhang, Tong, Wen, Lianbin, Fan, Chen, Zhang, Kaige, Wang, and Jintao, Bai
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Control and Systems Engineering ,Mechanical Engineering ,phase segmentation ,multi-focus array ,modulation factor ,numerical simulation ,parallelized laser fabrication ,Electrical and Electronic Engineering - Abstract
A Circular-Sectorial Phase Segmentation (CSPS) noniterative method for effectively generating and manipulating muti-focus array (MFA) was proposed in this work. The theoretical model of the CSPS was built up based on vectorial diffraction integral and the phase modulation factor was deduced with inverse fast Fourier transform. By segmenting the entrance pupil into specified regions, which were sequentially assigned with the values carried out by phase modulation factor, the methodology could generate flexible MFAs with desired position and morphology. Subsequently, the CSPS was investigated in parallelized fabrication with a laser direct writing system. The positioning accuracy was greater than 96% and the morphologic consistency of the parallelly fabricated results was greater than 92%.
- Published
- 2022
7. Clinical implementation of low-dose total body irradiation using topotherapy technique
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Selli Simone, G. Salvadori, Andrea Assanelli, Anna Chiara, Fabio Ciceri, Marcella Pasetti, Jacopo Peccatori, Sara Broggi, Nadia Di Muzio, Riccardo Calandrino, Simona Piementose, Claudio Fiorino, Broggi, S., Fiorino, C., Chiara, A., Salvadori, G., Peccatori, J., Assanelli, A., Piementose, S., Pasetti, M., Simone, S., Ciceri, F., Di Muzio, N. G., and Calandrino, R.
- Subjects
lcsh:Medical physics. Medical radiology. Nuclear medicine ,lcsh:R895-920 ,Planning target volume ,lcsh:RC254-282 ,030218 nuclear medicine & medical imaging ,Dose homogeneity ,03 medical and health sciences ,0302 clinical medicine ,Tomotherapy, Automatic planning ,TBI ,Radiology, Nuclear Medicine and imaging ,Original Research Article ,Mathematics ,Radiation ,business.industry ,Low dose ,Total body irradiation ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Modulation factor ,TomoDirect ,030220 oncology & carcinogenesis ,Treatment time ,Nuclear medicine ,business ,Quality assurance - Abstract
Background and Purpose: The topotherapy technique was recently suggested as a robust alternative to helical radiation delivery for total body irradiation (TBI). It allows to deliver a discrete number of beams with fixed gantry. A Topotherapy-based low-dose TBI technique was optimized and clinically implemented. Materials and methods: TBI delivery was split in two parts: the first treating from the head to half thigh and the second the remaining legs. An in-silico investigation aimed to optimize plan parameters was first carried out on four patients. For the upper plan, field width and pitch were fixed to 5 cm and 0.5: the combined impact of five modulation factor (MF) values and different field configurations (6/8/12 fields) was investigated. For the lower plan, two anterior/posterior beams (field width: 5 cm; pitch: 0.5; MF:1.5) were used. After assessing the optimal technique, set-up/quality assurance/image-guidance procedures were defined and the technique clinically implemented: 23 patients were treated up to now. Results: The best compromise between treatment time and planning target volume (PTV) coverage/homogeneity was found for MF = 1.5 and 8 fields. All clinical plans were automatically optimized using an “ad-hoc” plan template: excellent PTV coverage (PTV95%>98.5%) and homogeneity (median SD:4%) were found with a median beam-on time of 17/9 min for the upper/lower plan. All patients were successfully treated and transplanted. Conclusions: TBI delivered with the topotherapy approach robustly guarantees adequate coverage and dose homogeneity. Semi-automatic clinical plans can be quickly generated and efficiently delivered. Keywords: TBI, TomoDirect, Tomotherapy, Automatic planning
- Published
- 2019
8. Stress response as implemented by hibernating ribosomes: a structural overview
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Anat Bashan, Mee-Ngan Frances Yap, Donna Matzov, and Ada Yonath
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Ribosomal Proteins ,0301 basic medicine ,Cell Survival ,Protein Conformation ,Dimer ,Biochemistry ,Ribosome ,Fight-or-flight response ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Hibernation ,Protein biosynthesis ,Structural Snapshot ,single particle cryo‐EM ,Molecular Biology ,100S ,biology ,Chemistry ,Mechanism (biology) ,Escherichia coli Proteins ,Cryoelectron Microscopy ,Cell Biology ,Ribosomal RNA ,biology.organism_classification ,Modulation factor ,030104 developmental biology ,ribosome ,Protein Biosynthesis ,030220 oncology & carcinogenesis ,Biophysics ,Energy Metabolism ,Dimerization ,Ribosomes ,Gammaproteobacteria ,Bacteria ,Protein Binding - Abstract
Protein synthesis is one of the most energy demanding cellular processes. The ability to regulate protein synthesis is essential for cells under normal as well as stress conditions, such as nutrient deficiencies. One mechanism for protein synthesis suppression is the dimerization of ribosomes into hibernation complexes. In most cells, this process is promoted by the hibernating promoting factor (HPF) and in a small group of Gram-negative bacteria (γ-proteobacteria), the dimer formation is induced by a shorter version of HPF (HPFshort ) and by an additional protein, the ribosome modulation factor. In most bacteria, the product of this process is the 100S ribosome complex. Recent advances in cryogenic electron microscopy methods resulted in an abundance of detailed structures of near atomic resolutions 100S complexes that allow for a better understanding of the dimerization process and the way it inhibits protein synthesis. As ribosomal dimerization is vital for cell survival, this process is an attractive target for the development of novel antimicrobial substances that might inhibit or stabilize the complex formation. As different dimerization processes exist among bacteria, including pathogens, this process may provide the basis for species-specific design of antimicrobial agents. Here, we review in detail the various dimerization mechanisms and discuss how they affect the overall dimer structures of the bacterial ribosomes.
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- 2019
9. Evaluation of Optimal Combination of Planning Parameters (Field Width, Pitch, and Modulation Factor) in Helical Tomotherapy for Bilateral Breast Cancer
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A Pichandi, TK Bijina, and CA Muthuselvi
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business.industry ,medicine.medical_treatment ,Homogeneity (statistics) ,Biophysics ,helical tomotherapy ,Bilateral breast cancer ,Tomotherapy ,Modulation factor ,Conformity index ,planning parameters ,Organ at risk ,medicine ,Optimal combination ,Radiology, Nuclear Medicine and imaging ,Original Article ,Nuclear medicine ,business ,Mathematics ,Homogeneity index - Abstract
Aim: The aim of the study was to find the most balanced plan with an optimal combination of planning parameters in helical tomotherapy (HT) for bilateral breast irradiation by evaluating dosimetric indices and time factors. In particular, we investigated the best combination of field width (FW), pitch, and modulation factor (MF). Materials and Methods: A total of 90 plans (18 plans for each patient) was created in this study, with different combination of planning parameters (FW: 2.5 cm [F1] and 5 cm [F2]; pitch: 0.215 [P1], 0.287 [P2], and 0.43 [P3]; and MF: 2.0 [M1], 2.5 [M2], and 3.0 [M3]). Plans were analyzed using several dosimetric indices: homogeneity index, conformity index, dose near minimum D98%, dose near maximum D2%, and the coverage by D95% of the target. Organ at risk (OAR) doses were evaluated by mean dose, V5Gy and V25Gy for the heart and mean dose V5Gy and V20Gy for both the lungs. Treatment time was also reported for all plans. Results: Reducing FW from 5 cm to 2.5 cm increased the treatment time by 40%–50% and improved homogeneity of the target. Tightening the pitch value from 0.43 to 0.215 improved target as well as OAR doses without increasing the treatment time. Increasing MF from 2 to 3 improved all the dosimetric indices and also increased treatment time. Conclusions: On the basis of our analysis, a plan with FW 5 cm, pitch 0.215, and MF 2.5 can be considered as an optimal combination of planning parameters for bilateral breast irradiation in HT technique.
- Published
- 2020
10. Research of the adaptive control on modulation factor for <scp>PSR</scp> fly‐back <scp>PSM</scp> converter
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Weiheng Wang, Lei Tian, and Qinqin Li
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Physics ,PSR ,Adaptive control ,General Computer Science ,PSM ,self‐adapting ,lcsh:Electronics ,Mode (statistics) ,Energy balance ,lcsh:TK7800-8360 ,Discontinuous conduction ,fly‐back ,020206 networking & telecommunications ,02 engineering and technology ,energy balance ,lcsh:Telecommunication ,Electronic, Optical and Magnetic Materials ,Modulation factor ,Control theory ,lcsh:TK5101-6720 ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Electrical and Electronic Engineering - Abstract
The energy balance (EB) model of a primary side regulation (PSR) fly‐back converter in the discontinuous conduction mode (DCM) is discussed in this paper. Based on this EB model, the stability of a PSR fly‐back converter in the pulse skipping mode (PSM) is analyzed, and a self‐adapting modulation factor control strategy is proposed. Theoretical analysis and simulation results show that by saving an optocoupler and correlative circuits, which are necessary in traditional PSM fly‐back converters, the modulation factor tolerance controlled by this method is 1.26% on average, corresponding to the ideal value. Compared with traditional fly‐back PSM controllers, the power saved in the sampler/comparator modules is 87% on average for a load range of 1 Ω to 1 kΩ.
- Published
- 2018
11. ppGpp ribosome dimerization model for bacterial persister formation and resuscitation
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Sooyeon Song and Thomas K. Wood
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0301 basic medicine ,Ribosomal Proteins ,Resuscitation ,Multidrug tolerance ,Biophysics ,Guanosine Tetraphosphate ,Biochemistry ,Ribosome ,Models, Biological ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Stress, Physiological ,Escherichia coli ,Guanosine pentaphosphate ,Molecular Biology ,biology ,Chemistry ,Escherichia coli Proteins ,Cell Biology ,biology.organism_classification ,Modulation factor ,Cell biology ,030104 developmental biology ,030220 oncology & carcinogenesis ,Dimerization ,Ribosomes ,Bacteria ,Alarmone - Abstract
Stress is ubiquitous for bacteria and can convert a subpopulation of cells into a dormant state known as persistence, in which cells are tolerant to antimicrobials. These cells revive rapidly when the stress is removed and are likely the cause of many recurring infections such as those associated with tuberculosis, cystic fibrosis, and Lyme disease. However, how persister cells are formed is not understood well. Here we propose the ppGpp ribosome dimerization persister (PRDP) model in which the alarmone guanosine pentaphosphate/tetraphosphate (henceforth ppGpp) generates persister cells directly by inactivating ribosomes via the ribosome modulation factor (RMF), the hibernation promoting factor (Hpf), and the ribosome-associated inhibitor (RaiA). We demonstrate that persister cells contain a large fraction of 100S ribosomes, that inactivation of RMF, HpF, and RaiA reduces persistence and increases single-cell persister resuscitation and that ppGpp has no effect on single-cell persister resuscitation. Hence, a direct connection between ppGpp and persistence is shown along with evidence of the importance of ribosome dimerization in persistence and for active ribosomes during resuscitation.
- Published
- 2019
12. Interfacility variation in treatment planning parameters in tomotherapy: field width, pitch, and modulation factor
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Takahiro Aoyama, Koji Sasaki, Takeshi Kodaira, Hiroshi Fukuma, Hidetoshi Shimizu, Takashi Kubota, Tohru Iwata, and Hiroyuki Tachibana
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Male ,Health, Toxicology and Mutagenesis ,medicine.medical_treatment ,Dose distribution ,Data submission ,Time based ,Dose per fraction ,Tomotherapy ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Japan ,Surveys and Questionnaires ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiation treatment planning ,Mathematics ,Internet ,Radiation ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Prostatic Neoplasms ,Reproducibility of Results ,Radiotherapy Dosage ,Modulation factor ,Radiation therapy ,Head and Neck Neoplasms ,030220 oncology & carcinogenesis ,Radiotherapy, Intensity-Modulated ,Nuclear medicine ,business - Abstract
Several studies have reported changes in dose distribution and delivery time based on the value of specific planning parameters [field width (FW), pitch, and modulation factor (MF)] in tomotherapy. However, the variation in the parameters between different facilities is unknown. The purpose of this study was to determine standard values of the above parameters for cases of head and neck cancer (HNC) and prostate cancer (PC) in Japan. In this survey, a web-based questionnaire was sent to 48 facilities performing radiation therapy with tomotherapy in March 2016. The deadline for data submission was April 2016. In the questionnaire, the values of the planning parameters usually used were requested and 23 responses were received, representing a response rate of 48% (23/48). The FW selected was 2.5 cm in most facilities, and facilities with a tomoEDGE license used dynamic FW rather than fixed FW. Facilities changed the pitch based on FW, dose per fraction, or target offset more frequently in HNC than in PC. In contrast, >50% of the facilities used the magic number proposed by Kissick et al. Median preset MFs (range, min to max) in HNC and PC were 2.4 (1.8-2.8) and 2.0 (1.8-3.0), respectively, and MF values showed large variations between the facilities. Our results are likely to be useful to several facilities designing treatment plans in tomotherapy.
- Published
- 2018
13. Catalyst Replacement Policy on Multienzymatic Systems: Theoretical Study in the One-Pot Sequential Batch Production of Lactofructose Syrup
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Lorena Wilson, Vanessa Arancibia, Pablo Silva, Daniela Cid, Andrés Illanes, and Oscar Romero
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Glucose-6-phosphate isomerase ,Immobilized enzyme ,one-pot ,Kinetics ,β-galactosidase ,TP1-1185 ,Sequential batch ,Catalysis ,Modulation factor ,Glucose isomerase ,Physical and Theoretical Chemistry ,QD1-999 ,Multi-enzymatic reactions ,One-pot ,chemistry.chemical_classification ,Chemical technology ,sequential batch ,lactofructose syrup ,Chemistry ,Enzyme ,multi-enzymatic reactions ,catalyst replacement policy ,chemistry ,Chemical engineering ,Biocatalysis ,Catalyst replacement policy ,Lactofructose syrup ,glucose isomerase ,Batch production ,modulation factor - Abstract
One-pot systems are an interesting proposal to carry out multi-enzymatic reactions, though this strategy implies establishing an optimal balance between the activity and operability of the involved enzymes. This is crucial for enzymes with marked differences in their operational stability, such as one-pot production of lactofructose syrup from cheese whey permeate, which involves two enzymes—β-galactosidase (β-gal) and glucose isomerase (GI). The aim of this work was to study the behavior of one-pot sequential batch production of lactofructose syrup considering both enzymes immobilized individually, in order to evaluate and design a strategy of replacement of the catalysts according to their stabilities. To this end, the modelling and simulation of the process was carried out, considering simultaneously the kinetics of both reactions and the kinetics of inactivation of both enzymes. For the latter, it was also considered the modulating effect that sugars present in the medium may have on the stability of β-gal, which is the less stable enzyme. At the simulated reaction conditions of 40 °C, pH 7, and 0.46 (IUGI/IUβ-gal), the results showed that considering the stability of β-gal under non-reactive conditions, meaning in absence of the effect of modulation, it is necessary to carry out four replacements of β-gal for each cycle of use of GI. On the other hand, when considering the modulation caused by the sugars on the β-gal stability, the productivity increases up to 23% in the case of the highest modulation factor studied (η = 0.8). This work shows the feasibility of conducting a one-pot operation with immobilized enzymes of quite different operational stability, and that a proper strategy of biocatalyst replacement increases the productivity of the process.
- Published
- 2021
14. Analysis of modulation factor to shorten the delivery time in helical tomotherapy
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Tohru Iwata, Takeshi Kodaira, Koji Sasaki, Kuniyasu Nakashima, Hiroyuki Tachibana, Natsuo Tomita, Hidetoshi Shimizu, Takashi Kubota, Manabu Yoshimoto, Kazushi Yokoi, and Chiyoko Makita
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Male ,medicine.medical_specialty ,Time Factors ,medicine.medical_treatment ,Dose distribution ,Tomotherapy ,030218 nuclear medicine & medical imaging ,head and neck ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,Treatment plan ,Prostate ,87.53.Tf ,medicine ,Radiation Oncology Physics ,Humans ,Radiology, Nuclear Medicine and imaging ,Head and neck ,Instrumentation ,prostate ,Radiation ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Head and neck cancer ,helical tomotherapy ,Prostatic Neoplasms ,Radiotherapy Dosage ,delivery time ,medicine.disease ,Surgery ,Modulation factor ,medicine.anatomical_structure ,Head and Neck Neoplasms ,030220 oncology & carcinogenesis ,Radiotherapy, Intensity-Modulated ,business ,Nuclear medicine ,Tomography, Spiral Computed ,modulation factor - Abstract
A low modulation factor (MF) maintaining a good dose distribution contributes to the shortening of the delivery time and efficiency of the treatment plan in helical tomotherapy. The purpose of this study was to reduce the delivery time using initial values and the upper limit values of MF. First, patients with head and neck cancer (293 cases) or prostate cancer (181 cases) treated between June 2011 and July 2015 were included in the analysis of MF values. The initial MF value (MF initial) was defined as the average MF actual value, and the upper limit of the MF value (MFUL) was defined according the following equation: MFUL = 2 × standard deviation of MF actual value + the average MF actual Next, a treatment plan was designed for patients with head and neck cancer (62 cases) and prostate cancer (13 cases) treated between December 2015 and June 2016. The average MF actual value for the nasopharynx, oropharynx, hypopharynx, and prostate cases decreased from 2.1 to 1.9 (p = 0.0006), 1.9 to 1.6 (p < 0.0001), 2.0 to 1.7 (p < 0.0001), and 1.8 to 1.6 (p = 0.0004) by adapting the MF initial and the MFUL values, respectively. The average delivery time for the nasopharynx, oropharynx, hypopharynx, and prostate cases also decreased from 19.9 s cm−1 to 16.7 s cm−1 (p < 0.0001), 15.0 s cm−1 to 13.9 s cm−1 (p = 0.025), 15.1 s cm−1 to 13.8 s cm−1 (p = 0.015), and 23.6 s cm−1 to 16.9 s cm−1 (p = 0.008) respectively. The delivery time was shortened by the adaptation of MF initial and MFUL values with a reduction in the average MF actual for head and neck cancer and prostate cancer cases.
- Published
- 2017
15. Experimental Demonstration of an Acoustic Asymmetric Diffraction Grating Based on Passive Parity-Time-Symmetric Medium
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Han Jia, Han Zhao, Yuzhen Yang, Jun Yang, and Yafeng Bi
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Physics ,Energy distribution ,General Physics and Astronomy ,Parity (physics) ,02 engineering and technology ,021001 nanoscience & nanotechnology ,01 natural sciences ,Imaging phantom ,Modulation factor ,Computational physics ,Nonlinear system ,0103 physical sciences ,Noise control ,010306 general physics ,0210 nano-technology ,Diffraction grating - Abstract
Acoustic asymmetric transport is important for noise control and communication acoustics. Recent progress on non-Hermitian systems has yielded a scheme to realize asymmetric transport without nonlinear effects or mode conversion. The authors report the experimental realization of an asymmetric diffraction grating based on a cleverly designed passive $P\phantom{\rule{0}{0ex}}T$-symmetric medium, in which loss is introduced as an extra modulation factor, and the energy distribution can be adjusted more freely. Moreover, the designed structure is helpful for further research on non-Hermitian acoustic systems.
- Published
- 2019
16. An 80W Power Amplifier with 50% Efficiency at 8dB Power Back-off over 2.6-3.8 GHz
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Rui Hou, Paul Saad, Richard Hellberg, and Bo Berglund
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Physics ,business.industry ,Amplifier ,020208 electrical & electronic engineering ,dBm ,Electrical engineering ,020206 networking & telecommunications ,02 engineering and technology ,Modulation factor ,Power (physics) ,Electricity generation ,Modulation ,0202 electrical engineering, electronic engineering, information engineering ,Wideband ,business ,Efficient energy use - Abstract
This paper presents the design and implementation of a wideband power amplifier (PA) suitable for applications using signals with large peak-to-average-power-ratio (PAPR). The proposed design approach is based on reducing the load modulation factor compared to conventional Doherty PA. To demonstrate the principle, a PA that operates between 2.55 GHz and 3.8 GHz has been implemented and tested. In this frequency range, the measured peak output power is 49.3 ± 0.5 dBm and the measured drain efficiency is between 47-60 % for output power levels corresponding to 8 dB output back-off (OBO).
- Published
- 2019
17. Dose evaluation indices for total body irradiation using TomoDirect with different numbers of ports: A comparison with the TomoHelical method
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Tomonari Sasaki, Hiromi Terashima, Yukihide Fukuyama, Katsumasa Nakamura, and Yuki Kasai
- Subjects
Adult ,Male ,Organs at Risk ,87.55.Gh ,medicine.medical_treatment ,Computed tomography ,Dose distribution ,Tomotherapy ,Neoplasms ,medicine ,Radiation Oncology Physics ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiometry ,87.55.d ,Instrumentation ,87.55.-X ,Aged ,Mathematics ,Radiation ,medicine.diagnostic_test ,business.industry ,TomoTherapy ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Middle Aged ,Total body irradiation ,Prognosis ,Modulation factor ,TomoDirect ,TomoHelical ,Female ,Radiotherapy, Intensity-Modulated ,Nuclear medicine ,business ,total body irradiation ,Whole-Body Irradiation ,Homogeneity index - Abstract
TomoDirect has been reported to have some advantages over TomoHelical in delivering total body irradiation (TBI). This study aimed to investigate the relationships between the number of ports and the dose evaluation indices in low‐dose TBI in TomoDirect mode using 2–12 ports and to compare these data with those for the TomoHelical mode in a simulation study. Thirteen patients underwent low‐dose TBI in TomoHelical mode from June 2015 to June 2016. We used the same computed tomography data sets for these patients to create new treatment plans for upper‐body parts using TomoDirect mode with 2–12 beam angles as well as TomoHelical mode. The prescription was 4 Gy in two equal fractions. For the TomoDirect data, we generated plans with 2–12 ports with approximately equally spaced angles; the modulation factor, field width, and pitch were 2.0, 5.0 cm, and 0.500, respectively. For the TomoHelical plans, the modulation factor, field width, and pitch were 2.0, 5.0 cm, and 0.397, respectively. D2, D98, D50, and the homogeneity index (HI) were evaluated to compare TomoDirect plans having 2–12 ports with the TomoHelical plan. Using TomoDirect plans, D2 with four ports or fewer, D98 with 10 ports or fewer, D50 with four ports or fewer and HI with five ports or fewer showed statistically significantly worse results than the TomoHelical plan. With the TomoDirect plans, D2 with seven ports or more, D50 with eight ports or more, and HI with eight ports or more showed statistically significant improvement compared with the TomoHelical plan. All of the dose evaluation indices of the TomoDirect plans showed a tendency to improve as the number of ports increased. TomoDirect plans showed statistically significant improvement of D2, D50, and HI compared with the TomoHelical plan. Therefore, we conclude that TomoDirect can provide better dose distribution in low‐dose TBI with TomoTherapy.
- Published
- 2019
18. Quantitative evaluation of micro-cracks using nonlinear ultrasonic modulation method
- Author
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Jingpin Jiao, Cunfu He, Junjun Sun, Nan Li, and Bin Wu
- Subjects
Engineering ,business.industry ,Mechanical Engineering ,Acoustics ,Micro cracks ,Phase (waves) ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,01 natural sciences ,Modulation factor ,Nonlinear system ,Modulation ,Nondestructive testing ,mental disorders ,0103 physical sciences ,General Materials Science ,Ultrasonic sensor ,0210 nano-technology ,business ,010301 acoustics ,Reliability (statistics) - Abstract
Nonlinear acoustic coefficients have a close relationship with structural cracks. A nonlinear ultrasonic modulation method for micro-crack quantitative evaluation is developed. The influence of phase threshold on the crack evaluation is discussed. Ultrasonic modulation using a unilateral incentive model is applied to the quantitative evaluation of micro-cracks for different specimens. The experimental results indicate that the method can be beneficially applied for micro-cracks detection. A proper phase threshold can improve the reliability of the method based on nonlinear ultrasonic modulation. The presented modulation factor can be used to quantitatively evaluate the structural cracks, and it is suitable for small-crack quantitative evaluation.
- Published
- 2016
19. Tomotherapy treatment site specific planning using statistical process control
- Author
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Jamie Trapp, Diana Binny, Craig M. Lancaster, Tanya Kairn, Mikel Byrne, and Scott Crowe
- Subjects
Quality Control ,medicine.medical_specialty ,medicine.medical_treatment ,Statistics as Topic ,Biophysics ,General Physics and Astronomy ,Tomotherapy ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Region specific ,Neoplasms ,Range (statistics) ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Head and neck ,business.industry ,Radiotherapy Planning, Computer-Assisted ,General Medicine ,Statistical process control ,Modulation factor ,030220 oncology & carcinogenesis ,Cohort ,Radiotherapy, Intensity-Modulated ,business ,Quality assurance - Abstract
Background This study investigated planned MLC distribution and treatment region specific plan parameters to recommend optimal delivery parameters based on statistical process techniques. Methods A cohort of 28 head and neck, 19 pelvic and 23 brain pre-treatment plans were delivered on a helical tomotherapy system using 2.5 cm field width. Parameters such as gantry period, leaf open time (LOT), actual modulation factor, LOT sonogram, treatment duration and couch travel were investigated to derive optimal range for plans that passed acceptable delivery quality assurance. The results were compared against vendor recommendations and previous publications. Results No correlation was observed between vendor recommended gantry period and percentage of minimum leaf open times. The range of gantry period (min–max) observed was 16–21 s for head and neck, 15–22 s for pelvis and 13–18 s for brain plans respectively. It was also noted that the highest percentage (average ( X - ) ± SD) of leaf open times for a minimum time of 100 ms was seen for brain plans (53.9 ± 9.2%) compared to its corresponding head and neck (34.5 ± 4.2%) and pelvic (32.0 ± 9.4%) plans respectively. Conclusions We have proposed that treatment site specific delivery parameters be used during planning that are based on the treatment centre and have detailed recommendations and limitations for the studied cohort. This may enable to improve efficiency of treatment deliveries by reducing inaccuracies in MLC distribution.
- Published
- 2018
20. Optimization of Treatment Planning Parameters used in Tomotherapy for Breast Cancer Patients
- Author
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Siji Nojin P, Priyanka A, Reena Devi Ph, Nara M, Sarin R, and Tabassum W
- Subjects
Wilcoxon signed-rank test ,business.industry ,medicine.medical_treatment ,Breast treatment ,medicine.disease ,Tomotherapy ,Modulation factor ,Conformity index ,Breast cancer ,medicine ,Radiation treatment planning ,Nuclear medicine ,business ,Homogeneity index - Abstract
Aim: To study the effect of various planning parameters viz field width (FW), pitch factor (PF) on breast tumor and evaluate the relation among these parameters and their influence on the quality of plan and the treatment time. Material and method: Nine plans for each of the ten breast cancer patients were created taking various combinations of field width (FW) and pitch keeping the Modulation factor (MF) constant 3. The reference plan selected for the study is field width of 1, pitch 0.215. Other plans were created keeping the same constraints and penalty as the reference plan and 1000 iterations. Target coverage was evaluated in terms of conformity index (CN) and homogeneity index (HI) while the sparing of organs at risk (OARs) were evaluated in terms of mean, maximum and relevant dose volumes. Low dose spillages in normal tissues were also evaluated. The plans are compared with the reference plan using the Wilcoxon Signed Ranks Test. Concept of plan Quality index is also used to evaluate the plans qualitatively. Results: The mean treatment delivery time for 5, 2.5 and 1.0 cm FW plans were 5.04 ± 0.4, 8.51 ± 0.87 and 20.67 ± 2.02 minutes respectively. There was no significant variation in doses for OARs and COIN and HI of targets for 1 cm and 2.5 cm plans except for 5 cmplans. But the low dose spillage increased by 9-14% and 23-43% for 2.5 and 5 cm respectively. Conclusion: Dose to the OARs was not significantly higher for 2.5_FW plans from the reference plan but, significantly higher for 5_FW. Larger the FW and higher the pitch, spillage were more. On the basis of our analysis, 2.5_0.215 plan with MF=3, can be considered as the optimum plan for unilateral breast treatment using Tomotherapy.
- Published
- 2018
21. 179. Whole brain radiotherapy with hippocampal sparing and Simultaneous Integrated Boost for patients with one to four metastases with Helical Tomotherapy
- Author
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C. Fulcheri, Roberto Tarducci, Cynthia Aristei, Valentina Reggioli, C. Zucchetti, M. Lupattelli, Marta Marcantonini, A.C. Dipilato, A.M. Podlesko, and Martina Iacco
- Subjects
Simultaneous integrated boost ,medicine.diagnostic_test ,business.industry ,medicine.medical_treatment ,Whole brain radiotherapy ,Biophysics ,Planning target volume ,General Physics and Astronomy ,Magnetic resonance imaging ,General Medicine ,Hippocampal formation ,Tomotherapy ,Modulation factor ,Homogeneous ,medicine ,Radiology, Nuclear Medicine and imaging ,business ,Nuclear medicine - Abstract
Purpose Hippocampal avoidance during irradiation is hypothesized to reduce the risk of memory function decline. This study is designed to evaluate the dosimetric and clinical results of Helical Tomotherapy (HT) whole brain radiotherapy with hippocampal avoidance (WBHA) and Simultaneous Integrated Boost (SIB). Methods A total of 19 patients with 1 to 4 brain metastases (BM), diameter ⩽3 cm, absent or controlled extracranial disease were planned for WBHA with SIB using HT, from September 2014 to November 2017. The hippocampus was contoured on diagnostic T1-weighted magnetic resonance imaging (MRI) which had been registered with the planning CT image set. The hippocampal Planning Risk Volume was generated using a 5 mm uniform margin around the hippocampi. The BM were contoured on T1-weighted MRI registered with the planning computed tomography (CT), and the BM-PTV was the BM expanded 3 mm in all directions. The whole-brain planning target volume (WB-PTV) was defined as the whole-brain tissue volume, expanded 3 mm in all directions, minus hippocampal PRV and BM-PTVs. HT plans were generated with the following parameters: field width set at 1.05 cm, pitch 0.287, modulation factor (MF) set in the range 2–3 leading to a final value of 2 on average (range 1.3–2.8). Prescription dose was 30 Gy for WB-PTV and 40 Gy for each BM-PTVs in 10 fractions. Results Dosimetric result were reported in Table 1: all the parameter analysed were very promising and in accord to the RTOG 0933 trial [1] . The mean treatment time was 8.7 min (range 6.5–12.6 min). Conclusions HT plans achieved three objectives: quite homogeneous whole brain dose distribution; conformal hippocampal avoidance; and high coverage to the BM. Download : Download high-res image (323KB) Download : Download full-size image
- Published
- 2018
22. 181. Application of polyurethane foam cushion as a bolus material in the treatment of the Classic Kaposi’s sarcoma
- Author
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Valentina Lancellotta, S. Saldi, A.C. Dipilato, Cynthia Aristei, Martina Iacco, C. Zucchetti, and Roberto Tarducci
- Subjects
Core (anatomy) ,Materials science ,medicine.medical_treatment ,Biophysics ,Shell (structure) ,General Physics and Astronomy ,Classic Kaposi's sarcoma ,General Medicine ,Irradiation time ,Tomotherapy ,Modulation factor ,Cushion ,medicine ,Radiology, Nuclear Medicine and imaging ,Bolus (radiation therapy) ,Biomedical engineering - Abstract
Purpose Classical Kaposi’s sarcoma (KS) was usually treated with large parallel and opposed photon beam. To spare muscles and bones, a patient with an extended KS (from limbs to fits on both legs) was treated with Helical Tomotherapy (HT). Because of the skin involvement two polyurethane foam cushions (PFC) were applied as immobilization device and as bolus material, in a “shell” configuration. Methods The patient was positioned inside a PFC shell: the inner surface of the shell fitted the skin, in order to act as a bolus material. The CTV extended at least 5 mm inside legs; the PTV was the CTV expanded of 5 mm in all directions. A core structure distant 2 mm from the PTV was created for each leg and completely blocked in order to force HT to deliver only tangential beams to the PTV. The prescription was 60 Gy in 30 fraction; because of the length of target (1 m) the larger field width (5.02 cm), a pitch of 0.430, and a modulation factor of 2.0 were used. The irradiation time resulted in 15 min and the time required for the positioning and the MVCT was about 20 min. The surface doses was measured on the first session by means of EBT3 films: 24 films (2 cm × 2.5 cm) were placed all over the skin of the legs and feet. Results The dosimetric results were reported in Table 1. The density of PFC was measured from the CT and resulted in 0.0066 g/cm3. The measured doses ranged from 83% to 94% with a mean value of 88% (1.75 Gy). Conclusions In KS irradiation, the combination of a core blocked HT and the PSC shell offered an adequate dose coverage on the whole target, including the skin, spearing at the same time the muscles and skeleton. Download : Download high-res image (169KB) Download : Download full-size image
- Published
- 2018
23. Effects of changing modulation and pitch parameters on tomotherapy delivery quality assurance plans
- Author
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Diana Binny, Selina Harris, Craig M. Lancaster, and Steven Sylvander
- Subjects
Quality Control ,Quality Assurance, Health Care ,medicine.medical_treatment ,leaf open times ,OBI ,quality assurance ,Tomotherapy ,Right breast ,Treatment plan ,Neoplasms ,medicine ,Humans ,Radiation Oncology Physics ,Radiology, Nuclear Medicine and imaging ,Operations management ,Radiometry ,Head and neck ,IGRT ,Instrumentation ,Mathematics ,Radiation ,dose‐volume histograms ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Time ratio ,Prognosis ,Modulation factor ,Modulation ,Radiotherapy, Intensity-Modulated ,tomotherapy DQA plans ,business ,EPID ,Quality assurance ,modulation factor ,Biomedical engineering - Abstract
Quality assurance (QA) of the image quality for image‐guided localization systems is crucial to ensure accurate visualization and localization of regions of interest within the patient. In this study, the temporal stability of selected image parameters was assessed and evaluated for kV CBCT mode, planar radiographic k V, and MV modes. The motivation of the study was to better characterize the temporal variability in specific image‐quality parameters. The CATPHAN, QckV‐1, and QC‐3 phantoms were used to evaluate the image‐quality parameters of the imaging systems on a Varian Novalis Tx linear accelerator. The planar radiographic images were analyzed in PIPSpro with high‐contrast spatial resolution (f30,f40,f50lp/mm) being recorded. For OBI kV CBCT, high‐quality head full‐fan acquisition and pelvis half‐fan acquisition modes were evaluated for uniformity, noise, spatial resolution, HU constancy, and geometric distortion. Dose and X‐ray energy for the OBI were recorded using the Unfors RaySafe Xi system with the R/F High Detector for kV planar radiographic and the CT detector for kV CBCT. Dose for the MV EPID was recorded using a PTW975 Semiflex ion chamber, PTW UNIDOS electrometer, and CNMC Plastic Water. For each image‐quality parameter, values were normalized to the mean, and the normalized standard deviations were recorded to evaluate the parameter's temporal variability. For planar radiographic modes, the normalized standard deviations of the spatial resolution (f30,f40,& f50) were 0.015, 0.008, 0.004 lp/mm and 0.006, 0.009, 0.018 lp/mm for the kV and MV, respectively. The normalized standard deviation of dose for kV and MV were 0.010 mGy and 0.005 mGy, respectively. The standard deviations for full‐and half‐fan kV CBCT modes were averaged together. The following normalized standard deviations for each kV CBCT parameter were: 0.075 HU (uniformity), 0.071 HU (noise), 0.006 mm (AP‐geometric distortion), 0.005 mm (LAT‐geometric distortion), 0.058 mm (slice thickness), 0.124 (f50), 0.031 (HU constancy – Lung), 0.063 (HU constancy – Water), 0.020 (HU constancy – Bone), 0.006 mGy (Dose – Center), 0.004 mGy (Dose –Periphery). Using control chart analysis, institutional QA tolerances were reported as warning and action thresholds based on 1σ and 2σ thresholds. A study was performed to characterize the stability of image‐quality parameters recommended by AAPM Task Group‐142 for the Varian OBI and EPID imaging systems. Both imaging systems show consistent imaging and dosimetric properties over the evaluated time frame. PACS number: 87.10.‐e
- Published
- 2015
24. The optimal tomotherapy treatment planning parameters for extremity soft tissue sarcomas
- Author
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Philippe Meyer, N. Dehaynin, D. Karamanoukian, M. Gantier, Hugo Bouhours, D. Jarnet, and C. Niederst
- Subjects
Male ,medicine.medical_specialty ,medicine.medical_treatment ,Biophysics ,General Physics and Astronomy ,Treatment parameters ,Irradiation time ,Tomotherapy ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Radiation treatment planning ,Aged ,Leg ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Soft tissue ,Radiotherapy Dosage ,Sarcoma ,General Medicine ,Middle Aged ,Radiotherapy, Computer-Assisted ,Modulation factor ,Arm ,Female ,Treatment time ,Radiology ,Previously treated ,business - Abstract
Background and purpose To determine the optimum combination of treatment parameters between pitch, field width (FW) and modulation factor (MF) for extremity sarcomas in tomotherapy. Materials and methods Six patients previously treated for extremity sarcomas (3 arms and 3 legs) with tomotherapy were included in this study. 288 treatment plans were recalculated, corresponding to all combinations between 2 FW (2.5 and 5 cm), 4 MF (1.5, 2, 2.5 and 3) and 6 pitches (0.215, 0.287, 0.43 and 3 off-axis pitches). The treatment parameters (MF, FW or pitch) are modified between each plan, and the calculation is relaunched for 400 iterations, without modifying the optimisation constraints of the plan under which the patient has been treated. Results We suggest eliminating the 0.43 pitch and never combining a 0.215 pitch with an MF ≤ 2. We also do not recommend using an MF = 1.5 unless treatment time is an absolute priority over plan quality. We did not see any advantage in using Chen off-axis pitches, except for targets far from the axis (>15 cm) treated with a high pitch. A combination of MF = 2/FW = 5 cm/pitch = 0.287 gives plans of acceptable quality, combined with reduced treatment times. These conclusions are true only for extremity sarcomas treated in 2 Gy/fraction. Conclusions We have shown that the choice of pitch/MF/FW combination is crucial for the treatment of extremity sarcomas in tomotherapy: some produce good dosimetric quality with a reduced irradiation time, while others may increase the time without improving the quality.
- Published
- 2015
25. Evolving spiking neural network (ESNN) and harmony search algorithm (HSA) for parameter optimization
- Author
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Lizawati Mi Yusuf, Zulhairi Mi Yusuf, Haza Nuzly Abdull Hamed, and Mohd Adham Isa
- Subjects
Spiking neural network ,0209 industrial biotechnology ,Artificial neural network ,business.industry ,Computer science ,02 engineering and technology ,Third generation ,Modulation factor ,Statistical classification ,020901 industrial engineering & automation ,0202 electrical engineering, electronic engineering, information engineering ,Harmony search ,020201 artificial intelligence & image processing ,Artificial intelligence ,business ,Classifier (UML) - Abstract
Spiking Neural Network (SNN) acts as a part of the third generation of Artificial Neural Networks (ANNs). Evolving Spiking Neural Network (ESNN) is one of the most broadly utilized among in SNN models in numerous current research works. During the classification process, ESNN model acts as a classifier and three parameters are used in this article. However, the parameters are needed to set manually before the classification process. To solve the stated problems, ESNN required an optimizer that able to optimize the three parameters such as similarity value, modulation factor and proportion factor. The best estimations of parameters are adaptively chosen by Harmony Search Algorithm (HSA) to abstain from choosing appropriate values for specific issues through the trial-and-error approach. Therefore, this article proposed the integration of ESNN as a classifier and HSA as an optimizer for parameter optimization. The experimental results give favorable accuracy rates via the hybrid of ESNN and HSA.
- Published
- 2017
26. Atrial fibrillation: Neurogenic or myogenic?
- Author
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Philippe Chevalier, Alina Scridon, and Razvan Constantin Serban
- Subjects
Male ,medicine.medical_specialty ,Action Potentials ,macromolecular substances ,030204 cardiovascular system & hematology ,Autonomic Nervous System ,Ion Channels ,03 medical and health sciences ,0302 clinical medicine ,Left atrial ,Heart Conduction System ,Heart Rate ,Risk Factors ,Internal medicine ,Atrial Fibrillation ,Syncope, Vasovagal ,Medicine ,Animals ,Humans ,cardiovascular diseases ,Stroke ,Vasovagal syncope ,business.industry ,Atrial fibrillation ,Common denominator ,Heart ,Vagus Nerve ,General Medicine ,Middle Aged ,medicine.disease ,Atrial Function ,Modulation factor ,Original data ,Autonomic imbalance ,cardiovascular system ,Cardiology ,Female ,Cardiology and Cardiovascular Medicine ,business ,030217 neurology & neurosurgery - Abstract
A 55-year-old hypertensive patient presents atrial fibrillation after vasovagal syncope. Non-invasive cardiac workup is normal. Without antiarrhythmic therapy, the patient has no recurrence for the next 3years, then presents with a stroke. Echocardiography eventually reveals left atrial dilation. This sequence of events illustrates the well-known links between age, arterial hypertension, atrial fibrillation, atrial neuromyopathy and stroke. A frequently neglected common denominator in this equation is impaired sympathovagal balance. Contrary to what is often stated, autonomic imbalance is not a simple modulation factor of atrial fibrillation; both the trigger and the substrate of atrial fibrillation can be influenced by abnormal cardiac innervation. Here, we review the neurogenic theory of atrial fibrillation, based on literature and original data. We also provide evidence that this concept may help to improve atrial fibrillation prediction, early diagnosis and therapy.
- Published
- 2017
27. Experimental Investigation of the Impact of Minimizing Fourth-order Modulation Factor using Dispersion Optimization
- Author
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Tobias A. Eriksson and Fred Buchali
- Subjects
Materials science ,business.industry ,02 engineering and technology ,Compensation (engineering) ,Modulation factor ,020210 optoelectronics & photonics ,Fourth order ,Transmission (telecommunications) ,Modulation ,Control theory ,Wavelength-division multiplexing ,Dispersion (optics) ,0202 electrical engineering, electronic engineering, information engineering ,business ,Digital signal processing - Abstract
We show that optimizing pre- and post-dispersion compensation can increase the section of low fourth-order modulation factor in the transmission link. In experiments, we demonstrate reach increase for 32 Gbaud PM-16QAM by using 25% to 50% pre-compensation of the dispersion.
- Published
- 2017
28. The Enhancement of Evolving Spiking Neural Network with Dynamic Population Particle Swarm Optimization
- Author
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Haza Nuzly Abdull Hamed, Afnizanfaizal Abdullah, and Nur Nadiah Md. Said
- Subjects
010302 applied physics ,Spiking neural network ,education.field_of_study ,Artificial neural network ,business.industry ,Computer science ,Population ,0211 other engineering and technologies ,Particle swarm optimization ,Pattern recognition ,02 engineering and technology ,Dynamic population ,01 natural sciences ,Modulation factor ,Similarity (network science) ,021105 building & construction ,0103 physical sciences ,Artificial intelligence ,education ,business - Abstract
This study presents an integration of Evolving Spiking Neural - Network (ESNN) with Dynamic Population Particle Swarm Optimization (DPPSO). The original ESNN framework does not automatically modulate its parameters’ optimum values. Thus, an integrated framework is proposed to optimize ESNN parameters namely, the modulation factor (mod), similarity factor (sim), and threshold factor (c). DPPSO improves the original PSO technique by implementing a dynamic particle population. Performance analysis is measured on classification accuracy in comparison with the existing methods. Five datasets retrieved from UCI machine learning are selected to simulate the classification problem. The proposed framework improves ESNN performance in regulating its parameters’ optimum values.
- Published
- 2017
29. The impact of pitch and modulation factor to Tomotherapy treatment plan optimization for motion target
- Author
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Wahyu Edy Wibowo, K. Kartutik, and Supriyanto Ardjo Pawiro
- Subjects
History ,Computer science ,Control theory ,Treatment plan ,medicine.medical_treatment ,medicine ,Tomotherapy ,Motion (physics) ,Computer Science Applications ,Education ,Modulation factor - Abstract
The influence on target motion resulted from the respiratory process, the pitch and modulation factor presented in Tomotherapy. This study was aimed to investigate the effect of motion management using CT-images obtained from the fusion process between the static and dynamic scanning mode on the CIRS Thorax Phantom. The images were created using axial and helical modes which amplitudes were varied from 10 mm, 15 mm, and 20 mm. Then, the organ structures were planned using TomoPlan TPS with the variation of pitch ranging from 0.25 to 0.5, and the modulation factor (MF) in the range 2 to 3. Furthermore, evaluation of radiotherapy planning was performed using dose parameters on target, the organ at risk, homogeneity index (HI), and mean leaf open time (LOT). Target volume for static mode was 3.53 cc, whereas target volume has changed to 10.9 cc, 10.3 cc, 16.1 cc for axial and 6.6 cc, 8.5 cc, 14.9 cc for helical scanning. The HI value obtained was less than 0.07 and lower HI was resulted for a larger MF. It means that the higher modulation factor values will provide a uniform dose distribution to the target and lower dose to the OAR. The greater value of pitch gave the greater mean LOT. The optimum parameters were at the pitch of 0.5 and MF of 3 based on the evaluation of mean LOT and HI. Axial scanning mode provides a larger target volume compared to a helical scanning mode. Therefore, the increment of the target volume in delineating organ should be considered.
- Published
- 2019
30. Modulation factors calculated with an EPID-derived MLC fluence model to streamline IMRT/VMAT second checks
- Author
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Brad Warkentin, S Steciw, and Satyapal Rathee
- Subjects
Electrical Equipment and Supplies ,VMAT ,Fluence ,Mean difference ,Neoplasms ,Radiation Oncology Physics ,Humans ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,IMRT ,Radiometry ,Instrumentation ,Physics ,Radiation ,Phantoms, Imaging ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Tongue and groove ,Radiotherapy Dosage ,Models, Theoretical ,Modulation factor ,Computational physics ,Ionization chamber ,tongue and groove ,Radiotherapy, Intensity-Modulated ,Particle Accelerators ,verification ,Nuclear medicine ,business ,EPID ,Monte Carlo Method ,modulation factor ,Algorithms ,Radiotherapy, Image-Guided - Abstract
This work outlines the development of a robust method of calculating modulation factors used for the independent verification of MUs for IMRT and VMAT treatments, to replace onerous ion chamber measurements. Two‐dimensional fluence maps were calculated for dynamic MLC fields that include MLC interleaf leakage, transmission, and tongue‐and‐groove effects, as characterized from EPID‐acquired images. Monte Carlo‐generated dose kernels were then used to calculate doses for a modulated field and that field with the modulation removed at a depth specific to the calculation point in the patient using in‐house written software, Mod_Calc. The ratio of these two doses was taken to calculate modulation factors. Comparison between Mod_Calc calculation and ion chamber measurement of modulation factors for 121 IMRT fields yielded excellent agreement, where the mean difference between the two was −0.3%±1.2%. This validated use of Mod_Calc clinically. Analysis of 5,271 dynamic fields from clinical use of Mod_Calc gave a mean difference of 0.3%±1.0% between Mod_Calc and Eclipse‐generated factors. In addition, 99.3% and 96.5% fields pass 5% and 2% criteria, respectively, for agreement between these two predictions. The development and use of Mod_Calc at our clinic has considerably streamlined our QA process for IMRT and RapidArc fields, compared to our previous method based on ion chamber measurements. As a result, it has made it feasible to maintain our established and trusted current in‐house method of MU verification, without resorting to commercial software alternatives. PACS numbers: 87.55.km, 87.55.Qr, 87.55.kd, 87.57.uq
- Published
- 2013
31. A Fragile Video Watermarking Algorithm for Content Authentication based on Block Mean and Modulation Factor
- Author
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A. F. El Gamal, N. A. Mosa, and W. K. El Said
- Subjects
Authentication ,Multimedia ,Computer science ,business.industry ,Block (telecommunications) ,Content (measure theory) ,Computer vision ,Artificial intelligence ,computer.software_genre ,business ,computer ,Digital watermarking ,Modulation factor - Published
- 2013
32. Empirical estimation of beam-on time for prostate cancer patients treated on Tomotherapy
- Author
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Tomasz Piotrowski and Małgorzata Skórska
- Subjects
Cancer Research ,medicine.medical_specialty ,medicine.medical_treatment ,Pitch factor ,Tomotherapy ,Prostate cancer ,Treatment time ,medicine ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Original Research Article ,Radiation treatment planning ,Radiotherapy ,business.industry ,medicine.disease ,Modulation factor ,Radiation therapy ,Oncology ,Radiology Nuclear Medicine and imaging ,Nuclear medicine ,business ,Treatment planning ,Beam (structure) - Abstract
Background and aimThis study proposed a method to estimate the beam-on time for prostate cancer patients treated on Tomotherapy when FW (field width), PF (pitch factor), modulation factor (MF) and treatment length (TL) were given.Material and methodsThe study was divided into two parts: building and verifying the model. To build a model, 160 treatment plans were created for 10 patients. The plans differed in combination of FW, PF and MF. For all plans a graph of beam-on time as a function of TL was created and a linear trend function was fitted. Equation for each trend line was determined and used in a correlation model. Finally, 62 plans verified the treatment time computation model – the real execution time was compared with our estimation and irradiation time calculated based on the equation provided by the manufacturer.ResultsA linear trend function was drawn and the coefficient of determination R2 and the Pearson correlation coefficient r were calculated for each of the 8 trend lines corresponding to the adequate treatment plan. An equation to correct the model was determined to estimate more accurately the beam-on time for different MFs. From 62 verification treatment plans, only 5 disagreed by more than 60s with the real time from the HT software. Whereas, for the equation provided by the manufacturer the discrepancy was observed in 16 cases.ConclusionsOur study showed that the model can well predict the treatment time for a given TL, MF, FW and it can be used in clinical practice.
- Published
- 2013
33. Impact of High Energy Cosmic Rays on Global Atmospheric Electrical Parameters over Different Orographically Important Places of India
- Author
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Harneet Singh and Adarsh Kumar
- Subjects
Physics ,Work (thermodynamics) ,Article Subject ,Astrophysics::High Energy Astrophysical Phenomena ,Cosmic ray ,Astrophysics ,Conductivity ,Modulation factor ,Electric field ,Forbush decrease ,Astrophysics::Earth and Planetary Astrophysics ,Ultra-high-energy cosmic ray ,Current density ,Physics::Atmospheric and Oceanic Physics - Abstract
Global atmospheric electrical parameters such as atmospheric conductivity, air-earth current density, atmospheric electric field, and atmospheric potential have been calculated for eighty different orographically important places of India under the influence of cosmic ray modulation factor due to Forbush decrease assuming fair weather conditions. The results have been compared with the earlier work of Kumar et al. (1998) and show that the correlation between cosmic rays and global atmospheric electrical parameters near the earth surface depends upon the relative magnitudes of galactic cosmic ray particles.
- Published
- 2013
34. Spatially Modulated Communication Method Using Dual Scatterers Embedded with Lumped Elements for Wireless Power Transmission
- Author
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Ryo Ishikawa, Kazuhiko Honjo, Kohei Hasegawa, and Akira Saitou
- Subjects
Power transmission ,Computer Networks and Communications ,business.industry ,Computer science ,Distributed element model ,Modulation factor ,Dual (category theory) ,Electronic engineering ,Communication methods ,Wireless ,Electrical and Electronic Engineering ,business ,Telecommunications ,Mutual impedance ,Software - Published
- 2013
35. Investigation of Pitch and Jaw Width to Decrease Delivery Time of Helical Tomotherapy Treatments for Head and Neck Cancer
- Author
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T Lee, Kenneth R. Hogstrom, John P. Gibbons, I Rosen, Robert S. Fields, Jonas D. Fontenot, and Monica Moldovan
- Subjects
Time Factors ,medicine.medical_treatment ,Tomotherapy ,stomatognathic system ,Humans ,Medicine ,Dosimetry ,Radiology, Nuclear Medicine and imaging ,Radiometry ,Radiation treatment planning ,Radiological and Ultrasound Technology ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Head and neck cancer ,Radiotherapy Dosage ,medicine.disease ,Modulation factor ,Radiation therapy ,Target dose ,Jaw ,Oncology ,Head and Neck Neoplasms ,Radiotherapy, Intensity-Modulated ,Previously treated ,business ,Nuclear medicine ,Tomography, Spiral Computed - Abstract
Helical tomotherapy plans using a combination of pitch and jaw width settings were developed for 3 patients previously treated for head and neck cancer. Three jaw widths (5, 2.5, and 1 cm) and 4 pitches (0.86, 0.43, 0.287, and 0.215) were used with a (maximum) modulation factor setting of 4. Twelve plans were generated for each patient using an identical optimization procedure (e.g., number of iterations, objective weights, and penalties, etc.), based on recommendations from TomoTherapy (Madison, WI). The plans were compared using isodose plots, dose volume histograms, dose homogeneity indexes, conformity indexes, radiobiological models, and treatment times. Smaller pitches and jaw widths showed better target dose homogeneity and sparing of normal tissue, as expected. However, the treatment time increased inversely proportional to the jaw width, resulting in delivery times of 24 ± 1.9 min for the 1-cm jaw width. Although treatment plans produced with the 2.5-cm jaw were dosimetrically superior to plans produced with the 5-cm jaw, subsequent calculations of tumor control probabilities and normal tissue complication probabilities suggest that these differences may not be radiobiologically meaningful. Because treatment plans produced with the 5-cm jaw can be delivered in approximately half the time of plans produced with the 2.5-cm jaw (5.1 ± 0.6 min vs. 9.5 ± 1.1 min), use of the 5-cm jaw in routine treatment planning may be a viable approach to decreasing treatment delivery times from helical tomotherapy units.
- Published
- 2011
36. Investigation for Decrease of Delivery Time for the Prostate Cancer Patient by Modifications of Treatment Planning Parameters in TomoTherapy Planning Station
- Author
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Hidetoshi, Shimizu, Hiroyuki, Tachibana, Takashi, Kubota, Hiroshi, Imamura, Shigeru, Matsushima, Manabu, Yoshimoto, and Takeshi, Kodaira
- Subjects
Heart Defects, Congenital ,Male ,Time Factors ,Radiotherapy Planning, Computer-Assisted ,medicine.medical_treatment ,Limb Deformities, Congenital ,Prostatic Neoplasms ,Ear ,Radiotherapy Dosage ,General Medicine ,Dose distribution ,Pterygium ,Spine ,Tomotherapy ,Modulation factor ,Radius ,Penile bulb ,Vertebrates ,medicine ,Humans ,Abnormalities, Multiple ,Radiotherapy, Intensity-Modulated ,Radiation treatment planning ,Mathematics ,Biomedical engineering - Abstract
The purpose of present study is to investigate the decrease of delivery time for prostate cancer patient by using the helical type accelerator, Hi-Art System. The delivery time for Hi-Art System depends on planning parameters [pitch, modulation factor (MF) and field width (FW)], which are set by the operator at the beginning of the treatment planning. If you can allow for the deterioration of the dose distribution, the delivery time is able to decrease by increasing of FW and/or by decreasing of MF. On the other hands, as the use of 5.0 cm FW tends to increase the dose for the penile bulb, enough consideration for the dose distribution is needed. In addition, pitch should be set for the gantry rotation period not to become 15 s or less to prevent the increase of delivery time.
- Published
- 2011
37. Measuring polarization in the x-ray range: simulation for the impact gas mixture and pressure in gaseous detectors
- Author
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G. O. Depaola and G. N. Leguizamon
- Subjects
Physics::Instrumentation and Detectors ,business.industry ,Chemistry ,Linear polarization ,Detector ,X-ray ,Photoelectric effect ,Polarization (waves) ,Modulation factor ,Computational physics ,Gaseous detectors ,Optics ,Absorption edge ,business ,Spectroscopy - Abstract
The development of new technology in micropattern gaseous detectors makes it possible to measure x-ray polarization for energies where the photoelectric effect is the main mechanism of interaction with matter. In a previous work, we showed that a modification of the Geant4 simulation code is a useful toolkit to simulate the photoelectric interaction of linearly polarized x-rays with micropattern gas detectors. In particular, by properly taking into account the direction of the photoelectron, we developed a new calculation of the final state. We simulated one experimental setup found in the literature and showed that the simulation results obtained are in agreement with the experimental data. In this work, we present new results on simulation of a mixture of two gases with different pressures and study the impact in the modulation factor. The simulations were done for both low and high Z mean mixture. With these gas mixtures, we observed that the modulation factor was greater for a low Z mixture than that with a high Z, but the efficiency was opposite. We also observed that the modulation factor for high Z was influenced by the absorption edge of the photoelectric cross section. Copyright © 2009 John Wiley & Sons, Ltd.
- Published
- 2009
38. Retrospective Evaluation of Pediatric Cranio-Spinal Axis Irradiation Plans with the Hi-ART Tomotherapy System
- Author
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Yulong Yan, Peter M. Corry, Eduardo G. Moros, Jose Penagaricano, and Vaneerat Ratanatharathorn
- Subjects
Male ,Cancer Research ,Adolescent ,medicine.medical_treatment ,Dose distribution ,Tomotherapy ,Central Nervous System Neoplasms ,External beam irradiation ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Medicine ,Irradiation ,Child ,Radiation treatment planning ,Retrospective Studies ,business.industry ,Skull ,Radiotherapy, Computer-Assisted ,Spine ,Modulation factor ,Radiation therapy ,Oncology ,Child, Preschool ,030220 oncology & carcinogenesis ,Beam matching ,Female ,business ,Nuclear medicine ,Tomography, Spiral Computed - Abstract
Helical tomotherapy (HT) can be used for the delivery of cranio-spinal axis irradiation (CSAI) without the need for beam matching of conventional linac-based external beam irradiation. The aim of this study is to retrospectively evaluate HT plans used for treatment in nine patients treated with CSAI. Helical tomotherapy cranio-spinal axis irradiation (HT-CSAI) plans were created for each patient. Average length along the cranio-spinal axis of the PTV was 65.6 cm with a range between 53 and 74 cm. Treatment planning optimization and plan evaluation parameters were obtained from the HT planning station for each of the nine patients. PTV coverage by the 95% isodose surface ranged between 98.0 to 100.0% for all nine patients. The clinically acceptable dose variation within the PTV or tolerance range was between 0.7 and 2.5% for all nine patients. Doses to the organs at risk were clinically acceptable. An increasing length along the longitudinal axis of the PTV did not consistently increase the beam-on time indicating that using a larger jaw width had a greater impact on treatment time. With a larger jaw width it is possible to substantially reduce the normalized beam-on treatment time without compromising plan quality and sparing of organs at risk. By using a larger jaw width or lower modulation factor or both, normalized beam-on times were decreased by up to 61% as compared to the other evaluated treatment plans. From the nine cases reported in this study the minimum beam-on time was achieved with a jaw width of 5.0 cm, pitch of 0.287 and a modulation factor of 2.0. Large and long cylindrical volumes can be effectively treated with helical tomotherapy with both clinically acceptable dose distribution and beam-on time.
- Published
- 2007
39. Basic Performance of PHENEX: A Polarimeter for High ENErgy X rays
- Author
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Hiroshi Tsunemi, Kiyoshi Hayashida, Y. Ishigaki, Tatehiro Mihara, Fuyuki Tokanai, M. Morimoto, C. Ito, Shuichi Gunji, Kento Suzuki, Asami Hayato, Yoshitaka Saito, S. Kishimoto, Naohisa Anabuki, Makoto Kanno, H. Sakurai, H. Murayama, M. Kohama, Masayo Suzuki, Takamasa Yamagami, and Yuji Kishimoto
- Subjects
Physics ,Nuclear and High Energy Physics ,X-ray astronomy ,business.industry ,Detector ,Polarimetry ,Polarimeter ,Astrophysics ,Polarization (waves) ,Modulation factor ,Optics ,Crab Nebula ,Nuclear Energy and Engineering ,High-energy X-rays ,Electrical and Electronic Engineering ,business - Abstract
著者人数: 20名, 資料番号: SA1000093000
- Published
- 2007
40. Dynamic control of defective gap mode through defect location
- Author
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Yun Wu, Huimin Song, Lei Chang, Huijie Zhang, Yinghong Li, and Weimin Wang
- Subjects
010302 applied physics ,Physics ,Periodic system ,Fusion plasma ,FOS: Physical sciences ,Dynamic control ,Condensed Matter Physics ,01 natural sciences ,Physics - Plasma Physics ,010305 fluids & plasmas ,Computational physics ,Gap mode ,Modulation factor ,Controllability ,Plasma Physics (physics.plasm-ph) ,0103 physical sciences ,Boundary value problem ,Photonic crystal - Abstract
A 1D model is developed for defective gap mode (DGM) with two types of boundary conditions: conducting mesh and conducting sleeve. For a periodically modulated system without defect, the normalized width of spectral gaps equals to the modulation factor, which is consistent with previous studies. For a periodic system with local defects introduced by the boundary conditions, it shows that the conducting-mesh-induced DGM is always well confined by spectral gaps while the conducting-sleeve-induced DGM is not. The defect location can be a useful tool to dynamically control the frequency and spatial periodicity of DGM inside spectral gaps. This controllability can be applied to optical microcavities and waveguides in photonic crystals and the interaction between gap eigenmodes and energetic particles in fusion plasmas., Comment: Videos are available through email correspondence: leichang_plasma@163.com
- Published
- 2015
- Full Text
- View/download PDF
41. Application of micro-pixel chambers for X-ray polarimetry
- Author
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Toru Tanimori, Kentaro Miuchi, Atsushi Takada, Atsushi Takeda, Tsutomu Nagayoshi, Masaru Ueno, Reiko Orito, Hidetoshi Kubo, and Takeshi Go Tsuru
- Subjects
Physics ,Nuclear and High Energy Physics ,Argon ,Pixel ,Physics::Instrumentation and Detectors ,business.industry ,Astrophysics::High Energy Astrophysical Phenomena ,Detector ,Polarimetry ,X-ray ,chemistry.chemical_element ,Polarization (waves) ,Modulation factor ,Neon ,Optics ,chemistry ,business ,Instrumentation - Abstract
We measured the X-ray polarization using our micro-pixel chamber with a strip readout, while changing the X-ray energy (5– 18 keV ) and gas mixtures (neon- and argon-based). As a result, modulation factors of 0.18 (at 9 keV ) and 0.12 (at 14 keV ) were obtained for neon- and argon-based mixtures, respectively. We also simulated this experiment utilizing a Monte-Carlo code, EGS4, which reproduced the experimental results quite well. According to the Monte-Carlo simulation, the modulation factor should be improved by a pixel-readout detector. The simulated modulation factors are 0.25 (for X-ray with energy at >6 keV ) with a neon-based gas mixture and 0.18 (for X-ray at >10 keV ) with an argon-based one.
- Published
- 2004
42. A hybrid differential evolution algorithm for parameter tuning of evolving spiking neural network
- Author
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Haza Nuzly Abdull Hamed, Siti Mariyam Shamsuddin, and Abdulrazak Yahya Saleh
- Subjects
Spiking neural network ,0209 industrial biotechnology ,Similarity (geometry) ,Computer science ,business.industry ,Pattern recognition ,02 engineering and technology ,computer.software_genre ,Modulation factor ,Computer Science Applications ,020901 industrial engineering & automation ,Differential evolution ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Artificial intelligence ,Data mining ,Computer Vision and Pattern Recognition ,business ,Hybrid model ,computer ,Differential evolution algorithm - Abstract
In this paper, differential evolution DE has been utilised to solve the problem of tuning the parameters of evolving spiking neural network ESNN manually. As ESNN is sensitive to its parameters as other models, optimal integration of parameters leads to better classification accuracy. A hybrid differential evolution for parameter tuning of evolving spiking neural network DEPT-ESNN is presented for parameter optimisation for determining the optimal number of evolving spiking neural network ESNN parameters: modulation factor Mod, similarity factor Sim and threshold factor C. The best values of parameters are adaptively selected by differential evolution DE to avoid selecting suitable values for a particular problem by trial-and-error approach. Several standard datasets from UCI machine learning are used for evaluating the performance of this hybrid model. It has been found that the classification accuracy and other performance measures can be increased by using hybrid method with differential evolution DEPT_ESNN.
- Published
- 2017
43. Water is a key factor to alter the structure and electrochemical properties of carboxylate-bridged dimanganese(II) complexes
- Author
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Sethuraman Kannan, Sungho Yoon, Dharmalingam Sivanesan, Kwang-Deog Jung, and Thangaian Daniel Thangadurai
- Subjects
chemistry.chemical_classification ,Models, Molecular ,Molecular Structure ,Stereochemistry ,Carboxylic Acids ,Water ,Electrochemistry ,Modulation factor ,Inorganic Chemistry ,Crystallography ,chemistry.chemical_compound ,chemistry ,Manganese Compounds ,Metalloprotein ,Water chemistry ,Molecule ,Carboxylate - Abstract
The synthesis and physical properties of dimanganese(II) compounds with varying numbers of water ligands housed in the four bulky carboxylate motifs, including the first complex with a parallelogram core {Mn2(μ-OH2)2(μ-O2CR)}(3+) unit, are described. The isolation of these complexes revealed how water could alter the structural and electrochemical properties of similar carboxylate-bridged dimanganese(II) cores that may occur in a variety of active sites of Mn-containing metalloenzymes. These studies support the notion that water molecules in coordination spheres of active sites of metalloproteins are not a simple spectator medium but the modulation factor of structures and functions.
- Published
- 2014
44. Influence of the modulation factor on the treatment plan quality and execution time in Tomotherapy in head and neck cancer: In-phantom study
- Author
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A. Ryczkowski and Tomasz Piotrowski
- Subjects
treatment planning ,medicine.medical_treatment ,Execution time ,Tomotherapy ,lcsh:RC254-282 ,Imaging phantom ,Quality (physics) ,Modulation factor ,Clinical Protocols ,Treatment plan ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiation treatment planning ,Mathematics ,business.industry ,Phantoms, Imaging ,Radiotherapy Planning, Computer-Assisted ,Head and neck cancer ,Radiotherapy Dosage ,General Medicine ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Radiography ,Oncology ,Head and Neck Neoplasms ,Radiotherapy, Intensity-Modulated ,Nuclear medicine ,business ,optimization - Abstract
Purpose: The overall aim was to conduct an analytical study of the impact of the modulation factor (MF) on the quality of the head and neck treatment plans and their execution time on Tomotherapy. Materials and Methods: In-phantom (RANDO® Alderson) planning study of the head and neck cancer was performed. Thirteen different plans in terms of MF were prepared. Other optimization parameters were the same for all plans. Results: Analysis of treatment plans in terms of quality shows that MF < 1.4 does not provide an accepted dose distribution (physician decision). Statistically significant differences were observed for plans with an MF < 1.6. No differences were obtained for plans with MF from 6.0 to 1.8. Decreasing of MF leads to a shorter time of irradiation. The maximum rotational speed has been reached for an MF = 3.0. Further reducing this however produces no decrease in the time of irradiation. The actual and planned values of the MF were compared. The optimal range of MF for head and neck was determined as 3.0 > MF > 1.8. The lower limit increases to 2.4 when hard reduction of the dose in critical organs is required. Conclusions: It was showed that the final MF value is less than the value calculated after each loop of optimization. The computer system reduces MF by shortening the longest time and increasing the average time of leaves opening. Increase in the average time is obtained by eliminating the use of leafs with the shortest times of opening, thereby reducing the dose in critical organs that are outside the direct irradiation area.
- Published
- 2014
45. The X-ray vectorial effect revisited
- Author
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A.P. Nichols, G.W. Fraser, and James F. Pearson
- Subjects
Physics ,Photocurrent ,Nuclear and High Energy Physics ,Range (particle radiation) ,Optics ,Beamline ,business.industry ,X-ray ,Synchrotron Radiation Source ,Undulator ,business ,Instrumentation ,Modulation factor - Abstract
Measurements of the linear polarisation dependence of the X-ray photocurrent from gold were made at the Daresbury Synchrotron Radiation Source using a novel rotating chamber and the tuneable linear polarisation of the undulator beamline 5U.1. The overall energy range was 65–1000 eV. At a grazing angle of 8°, significant polarisation sensitivity was observed (modulation factor 0.02 M
- Published
- 2000
46. Optimization of polarimetry sensitivity for X-ray CCD
- Author
-
Satoshi Tanaka, Y. Hashimoto, Hiroshi Tsunemi, Kiyoshi Hayashida, and Masayuki Ohtani
- Subjects
Physics ,Nuclear and High Energy Physics ,Pixel ,business.industry ,Polarimetry ,X-ray ,Polarization (waves) ,Chip ,Modulation factor ,Optics ,business ,Instrumentation ,Electron ionization ,Data reduction - Abstract
X-ray polarimetry with CCD has been performed using a polarized X-ray beam from an electron impact X-ray source. The standard data reduction method employing double-pixel events yields the modulation factor M of 0.14 at 27 keV and 0.24 at 43 keV for the 12 lm pixel size CCD chip. We develop a new data reduction method, in which multi-pixel events are employed, and which approximates the charge spread as an oval shape. We optimize the reduction parameters, so that we improve the P .*/ (minimum detectable polarization degree) by factor of three from the value obtained through the usual double-pixel event method. ( 1999 Elsevier Science B.V. All rights reserved.
- Published
- 1999
47. Relations between compositional modulation and atomic ordering degree in thin films of ternary III–V semiconductor alloys
- Author
-
Liang Jia-Chang, Le Xiao-Yun, Liu Huan-Li, Zou Chao, Zhang Li-Ping, Zheng Zhen, and Liu Ye
- Subjects
NMR spectra database ,Condensed Matter::Materials Science ,Materials science ,Condensed matter physics ,Degree (graph theory) ,Modulation (music) ,General Physics and Astronomy ,Semiconductor alloys ,Thin film ,Ternary operation ,Modulation factor - Abstract
This paper derives the expressions for the ordering degree and the modulation factor of A and B atoms in AxB1 - xC epilayers of ternary III–V semiconductor alloys. Using these expressions, it identifies quantitatively the alternating atom-enhanced planes, compositional modulations, atomic ordering degree on the group-III sublattices and the fine structure of NMR spectra.
- Published
- 2008
48. Architecture of Realized Millimeter-Wave Diagnostic Systems
- Author
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H.-J. Hartfuß and Thomas Geist
- Subjects
Physics ,Ionogram ,Wave packet ,Extremely high frequency ,Electronic engineering ,Architecture ,Diagnostic system ,Modulation factor - Published
- 2013
49. Radiation shielding evaluation based on five years of data from a busy CyberKnife center
- Author
-
Jun Yang and Jing Feng
- Subjects
Radiation ,Radiation Protection & Regulations ,business.industry ,CyberKnife ,Collimator ,Guidelines as Topic ,Radiosurgery ,use factor ,Modulation factor ,law.invention ,Radiation shielding ,Radiation Protection ,law ,Cyberknife ,Electromagnetic shielding ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,guidelines ,business ,Nuclear medicine ,Instrumentation ,Beam (structure) ,radiation shielding - Abstract
We examined the adequacy of existing shielding guidelines using five‐year clinical data from a busy CyberKnife center. From June 2006 through July 2011, 1,370 patients were treated with a total of 4,900 fractions and 680,691 radiation beams using a G4 CyberKnife. Prescription dose and total monitor units (MU) were analyzed to estimate the shielding workload and modulation factor. In addition, based on the beam's radiation source position, targeting position, MU, and beam collimator size, the MATLAB program was used to project each beam toward the shielding barrier. The summation of the projections evaluates the distribution of the shielding load. On average, each patient received 3.6 fractions, with an average 9.1 Gy per fraction prescribed at the 71.1% isodose line, using 133.7 beams and 6,200 MU. Intracranial patients received an average of 2.7 fractions, with 8.6 Gy per fraction prescribed at the 71.4% isodose line, using 133 beams and 5,083 MU. Extracranial patients received an average of 3.94 fractions, with 9.2 Gy per fraction prescribed at the 71% isodose line, using 134 beams and 6,514 MU. Most‐used collimator sizes for intracranial patients were smaller (7.5 to 20 mm) than for extracranial patients (20 to 40 mm). Eighty‐five percent of the beams exited through the floor, and about 40% of the surrounding wall area received no direct beam. For the rest of the wall, we found “hot” areas that received above‐average MU. The locations of these areas were correlated with the projection of the nodes for extracranial treatments. In comparison, the beam projections on the wall were more spread for intracranial treatments. The maximum MU any area received from intracranial treatment was less than 0.25% of total MU used for intracranial treatments, and was less than 1.2% of total MU used for extracranial treatments. The combination of workload, modulation factor, and use factor in our practice are about tenfold less than recommendations in the existing CyberKnife shielding guidelines. The current guidelines were found to be adequate for shielding, even in a busy center. There may be a potential to reduce shielding in areas with no or few direct beams in the current G4 model. Since a newer model CyberKnife (M6) has recently been introduced, the patterns of usage reported here may be changed in the future. The uneven distribution of use factor we have found may, however, be considered in the vault design. PACS number: 87.55.N
- Published
- 2013
50. Sci-Fri PM: Radiation Therapy, Planning, Imaging, and Special Techniques - 05: A novel respiratory motion simulation program for VMAT treatment plans: a phantom validation study
- Author
-
Greg Pierce, Emily Hubley, and N Ploquin
- Subjects
Physics ,Validation study ,Modulation ,Treatment plan ,business.industry ,Respiratory motion ,Dosimetry ,General Medicine ,Radiation treatment planning ,Nuclear medicine ,business ,Imaging phantom ,Modulation factor - Abstract
Purpose: To develop and validate a computational method to simulate craniocaudal respiratory motion in a VMAT treatment plan. Methods: Three 4DCTs of the QUASAR respiratory motion phantom were acquired with a 2cm water-density spherical tumour embedded in cedar to simulate lung. The phantom was oscillating sinusoidally with an amplitude of 2cm and periods of 3, 4, and 5 seconds. An ITV was contoured and 5mm PTV margin was added. High and a low modulation factor VMAT plans were created for each scan. An in-house program was developed to simulate respiratory motion in the treatment plans by shifting the MLC leaf positions relative to the phantom. Each plan was delivered to the phantom and the dose was measured using Gafchromic film. The measured and calculated plans were compared using an absolute dose gamma analysis (3%/3mm). Results: The average gamma pass rate for the low modulation plan and high modulation plans were 91.1% and 51.4% respectively. The difference between the high and low modulation plans gamma pass rates is likely related to the different sampling frequency of the respiratory curve and the higher MLC leaf speeds in the high modulation plan. A high modulation plan has a slower gantry speed and therefore samples the breathing cycle at a coarser frequency leading to inaccuracies between the measured and planned doses. Conclusion: A simple program, including a novel method for increasing sampling frequency beyond the control point frequency, has been developed to simulate respiratory motion in VMAT plans by shifting the MLC leaf positions.
- Published
- 2016
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