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radiation knowledge based planning

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https://www.readbyqxmd.com/read/29139208/a-knowledge-based-approach-to-automated-planning-for-hepatocellular-carcinoma
#1
Yujie Zhang, Tingting Li, Han Xiao, Weixing Ji, Ming Guo, Zhaochong Zeng, Jianying Zhang
PURPOSE: To build a knowledge-based model of liver cancer for Auto-Planning, a function in Pinnacle, which is used as an automated inverse intensity modulated radiation therapy (IMRT) planning system. METHODS AND MATERIALS: Fifty Tomotherapy patients were enrolled to extract the dose-volume histograms (DVHs) information and construct the protocol for Auto-Planning model. Twenty more patients were chosen additionally to test the model. Manual planning and automatic planning were performed blindly for all twenty test patients with the same machine and treatment planning system...
November 15, 2017: Journal of Applied Clinical Medical Physics
https://www.readbyqxmd.com/read/29120662/comparison-of-mri-visualisation-between-linearly-placed-iron-containing-and-non-iron-containing-fiducial-markers-for-prostate-radiotherapy
#2
Osamu Tanaka, Hisao Komeda, Masayoshi Tamaki, Kensaku Seike, Shota Fujimoto, Eiichi Yama, Shigeki Hirose, Masayuki Matsuo
OBJECTIVE: Visualising the gold marker (GM) in CT and MRI is critical, especially for registration in high-precision radiotherapy. GM sizes vary. Large markers are easily visualised in MRI. Small GMs show fewer artefacts in CT but are harder to detect in MRI because the signal is influenced by metal in MRI. Therefore, we compared MRI visualisation between linearly placed new iron-containing marker and non-iron containing marker. METHODS: Twenty-seven patients underwent CT/MRI fusion-based intensity-modulated radiotherapy...
November 9, 2017: British Journal of Radiology
https://www.readbyqxmd.com/read/29110732/normal-lung-sparing-tomotherapy-technique-in-stage-iii-lung-cancer
#3
Chae-Seon Hong, Sang Gyu Ju, Yong Chan Ahn, Gyu Sang Yoo, Jae Myoung Noh, Dongryul Oh, Kwangzoo Chung, Hongryull Pyo, Kwanghyun Jo
PURPOSE: Radiation pneumonitis (RP) has been a challenging obstacle in treating stage III lung cancer patients. Beam angle optimization (BAO) technique for Tomotherapy was developed to reduce the normal lung dose for stage III non-small cell lung cancer (NSCLC). Comparative analyses on plan quality by 3 different Intensity-modulated radiation therapy (IMRT) methods with BAO were done. MATERIALS AND METHODS: Ten consecutive stage IIIB NSCLC patients receiving linac-based static IMRT (L-IMRT) with total 66 Gy in 33 fractions to the PTV were selected...
November 6, 2017: Radiation Oncology
https://www.readbyqxmd.com/read/28994459/neural-network-dose-models-for-knowledge-based-planning-in-pancreatic-sbrt
#4
Warren G Campbell, Moyed Miften, Lindsey Olsen, Priscilla Stumpf, Tracey Schefter, Karyn A Goodman, Bernard L Jones
PURPOSE: Stereotactic body radiation therapy (SBRT) for pancreatic cancer requires a skillful approach to deliver ablative doses to the tumor while limiting dose to the highly sensitive duodenum, stomach, and small bowel. Here, we develop knowledge-based artificial neural network dose models (ANN-DMs) to predict dose distributions that would be approved by experienced physicians. METHODS: Arc-based SBRT treatment plans for 43 pancreatic cancer patients were planned, delivering 30-33 Gy in five fractions...
October 10, 2017: Medical Physics
https://www.readbyqxmd.com/read/28987748/consequences-of-introducing-geometric-gtv-to-ctv-margin-expansion-in-dahanca-contouring-guidelines-for-head-and-neck-radiotherapy
#5
Christian Rønn Hansen, Jørgen Johansen, Eva Samsøe, Elo Andersen, Jørgen B B Petersen, Kenneth Jensen, Lisbeth J Andersen, Hella M B Sand, Anders S Bertelsen, Cai Grau
BACKGROUND AND PURPOSE: Defining margins around the Gross Tumour Volume (GTV) to create a Clinical Target Volume (CTV) for head and neck cancer radiotherapy has traditionally been based on presumed knowledge of anatomical routes of spread. However, using a concentric geometric expansion around the GTV may be more reproducible. The purpose of this study was to analyse the inter-observer consistency of geometric CTV delineation with adaptation for anatomical boundaries versus anatomically defined CTVs...
October 4, 2017: Radiotherapy and Oncology: Journal of the European Society for Therapeutic Radiology and Oncology
https://www.readbyqxmd.com/read/28871982/evaluating-the-toxicity-reduction-with-computed-tomographic-ventilation-functional-avoidance-radiation-therapy
#6
Austin M Faught, Yuya Miyasaka, Noriyuki Kadoya, Richard Castillo, Edward Castillo, Yevgeniy Vinogradskiy, Tokihiro Yamamoto
PURPOSE: Computed tomographic (CT) ventilation imaging is a new modality that uses 4-dimensional (4D) CT information to calculate lung ventilation. Although retrospective studies have reported on the reduction in dose to functional lung, no work to our knowledge has been published in which the dosimetric improvements have been translated to a reduction in the probability of pulmonary toxicity. Our work estimates the reduction in toxicity for CT ventilation-based functional avoidance planning...
October 1, 2017: International Journal of Radiation Oncology, Biology, Physics
https://www.readbyqxmd.com/read/28870791/performance-of-knowledge-based-radiation-therapy-planning-for-the-glioblastoma-disease-site
#7
Avishek Chatterjee, Monica Serban, Bassam Abdulkarim, Valerie Panet-Raymond, Luis Souhami, George Shenouda, Siham Sabri, Bertrand Jean-Claude, Jan Seuntjens
PURPOSE: The presence of multiple serial organs at risk (OARs) in close proximity to the tumor makes treatment planning for glioblastoma (GBM) complex and time consuming. The present study aimed to create a knowledge-based (KB) radiation therapy model for GBM patients using RapidPlan. METHODS AND MATERIALS: An initial model was trained using 82 glioblastoma patients treated with 60 Gy in 30 fractions. Plans were created using either volumetric modulated arc therapy (VMAT) or intensity modulated radiation therapy (IMRT)...
November 15, 2017: International Journal of Radiation Oncology, Biology, Physics
https://www.readbyqxmd.com/read/28869649/outlier-identification-in-radiation-therapy-knowledge-based-planning-a-study-of-pelvic-cases
#8
Yang Sheng, Yaorong Ge, Lulin Yuan, Taoran Li, Fang-Fang Yin, Qingrong Jackie Wu
PURPOSE: The purpose of this study was to apply statistical metrics to identify outliers and to investigate the impact of outliers on knowledge-based planning in radiation therapy of pelvic cases. We also aimed to develop a systematic workflow for identifying and analyzing geometric and dosimetric outliers. METHODS: Four groups (G1-G4) of pelvic plans were sampled in this study. These include the following three groups of clinical IMRT cases: G1 (37 prostate cases), G2 (37 prostate plus lymph node cases) and G3 (37 prostate bed cases)...
November 2017: Medical Physics
https://www.readbyqxmd.com/read/28869401/clinical-outcomes-of-multileaf-collimator-based-cyberknife-for-spine-stereotactic-body-radiation-therapy
#9
Nalee Kim, Ho Lee, Jin Sung Kim, Jong Geal Baek, Chang Geol Lee, Sei Kyung Chang, Woong Sub Koom
OBJECTIVE: Stereotactic body radiotherapy (SBRT) for spinal metastases is becoming a prevalent therapeutic option. We aimed to evaluate the clinical feasibility and outcomes of the recently developed multileaf collimator (MLC)-based CyberKnife (CK-M) for spine SBRT. METHODS: We reviewed 119 patients of 144 cases with 229 lesions treated with CK between November 2014 and March 2016. The lesion features, dosimetric parameters and clinical outcomes were compared between fixed cone collimator based CK (CK-F) and CK-M...
November 2017: British Journal of Radiology
https://www.readbyqxmd.com/read/28777469/a-method-for-a-priori-estimation-of-best-feasible-dvh-for-organs-at-risk-validation-for-head-and-neck-vmat-planning
#10
Saeed Ahmed, Benjamin Nelms, Dawn Gintz, Jimmy Caudell, Geoffrey Zhang, Eduardo G Moros, Vladimir Feygelman
PURPOSE: Despite improvements in optimization and automation algorithms, the quality of radiation treatment plans still varies dramatically. A tool that allows a priori estimation of the best possible sparing (Feasibility DVH, or FDVH) of an organ at risk (OAR) in high-energy photon planning may help reduce plan quality variability by deriving patient-specific OAR goals prior to optimization. Such a tool may be useful for (a) meaningfully evaluating patient-specific plan quality and (b) supplying best theoretically achievable DVH goals, thus pushing the solution toward automatic Pareto optimality...
October 2017: Medical Physics
https://www.readbyqxmd.com/read/28749165/impact-of-robotic-ultrasound-image-guidance-on-plan-quality-in-sbrt-of-the-prostate
#11
Stefan Gerlach, Ivo Kuhlemann, Floris Ernst, Christoph Fürweger, Alexander Schlaefer
OBJECTIVE: Ultrasound provides good image quality, fast volumetric imaging and is established for abdominal image guidance. Robotic transducer placement may facilitate intrafractional motion compensation in radiation therapy. We consider integration with the CyberKnife and study whether the kinematic redundancy of a seven-degrees-of-freedom robot allows for acceptable plan quality for prostate treatments. METHODS: Reference treatment plans were generated for 10 prostate cancer cases previously treated with the CyberKnife...
October 2017: British Journal of Radiology
https://www.readbyqxmd.com/read/28712852/osteonecrosis-of-the-jaws-a-review-and-update-in-etiology-and-treatment
#12
Guilherme H Ribeiro, Emanuely S Chrun, Kamile L Dutra, Filipe I Daniel, Liliane J Grando
INTRODUCTION: Osteonecrosis of the jaws can result either from radiation, used in radiotherapy for treatment of malignant tumors, or medications used for bone remodeling and anti-angiogenesis such as bisphosphonates. These conditions can be associated with triggering factors such as infection, trauma and decreased vascularity. The management of patients with osteonecrosis of the jaws requires caution since there is no specific treatment that acts isolated and decidedly. However, different treatment modalities can be employed in an associated manner to control and stabilize lesions...
June 24, 2017: Brazilian Journal of Otorhinolaryngology
https://www.readbyqxmd.com/read/28532508/is-it-possible-for-knowledge-based-planning-to-improve-intensity-modulated-radiation-therapy-plan-quality-for-planners-with-different-planning-experiences-in-left-sided-breast-cancer-patients
#13
Juanqi Wang, Weigang Hu, Zhaozhi Yang, Xiaohui Chen, Zhiqiang Wu, Xiaoli Yu, Xiaomao Guo, Saiquan Lu, Kaixuan Li, Gongyi Yu
BACKGROUND: Knowledge-based planning (KBP) is a promising technique that can improve plan quality and increase planning efficiency. However, no attempts have been made to extend the domain of KBP for planners with different planning experiences so far. The purpose of this study was to quantify the potential gains for planners with different planning experiences after implementing KBP in intensity modulated radiation therapy (IMRT) plans for left-sided breast cancer patients. METHODS: The model libraries were populated with 80 expert clinical plans from treated patients who previously received left-sided breast-conserving surgery and IMRT with simultaneously integrated boost...
May 22, 2017: Radiation Oncology
https://www.readbyqxmd.com/read/28462896/improving-radiation-oncology-providers-workload-and-performance-can-simulation-based-training-help
#14
Lukasz M Mazur, Prithima R Mosaly, Gregg Tracton, Marjorie P Stiegler, Robert D Adams, Bhishamjit S Chera, Lawrence B Marks
PURPOSE: To help with ongoing safety challenges in radiation therapy (RT), the objective of this research was to develop and assess the impact of a simulation-based training intervention on radiation oncology providers' workload and performance during treatment planning and quality assurance (QA) tasks. METHODS AND MATERIALS: Eighteen radiation oncology professionals completed routine treatment planning and QA tasks on 2 clinical scenarios in a simulation laboratory as part of a prospective institutional review board-approved study...
September 2017: Practical Radiation Oncology
https://www.readbyqxmd.com/read/28453537/an-efficient-and-robust-mri-guided-radiotherapy-planning-approach-for-targeting-abdominal-organs-and-tumours-in-the-mouse
#15
Veerle Kersemans, John S Beech, Stuart Gilchrist, Paul Kinchesh, Philip D Allen, James Thompson, Ana L Gomes, Zenobia D'Costa, Luke Bird, Iain D C Tullis, Robert G Newman, Aurelien Corroyer-Dulmont, Nadia Falzone, Abul Azad, Katherine A Vallis, Owen J Sansom, Ruth J Muschel, Borivoj Vojnovic, Mark A Hill, Emmanouil Fokas, Sean C Smart
INTRODUCTION: Preclinical CT-guided radiotherapy platforms are increasingly used but the CT images are characterized by poor soft tissue contrast. The aim of this study was to develop a robust and accurate method of MRI-guided radiotherapy (MR-IGRT) delivery to abdominal targets in the mouse. METHODS: A multimodality cradle was developed for providing subject immobilisation and its performance was evaluated. Whilst CT was still used for dose calculations, target identification was based on MRI...
2017: PloS One
https://www.readbyqxmd.com/read/28433524/an-analysis-of-knowledge-based-planning-for-stereotactic-body-radiation-therapy-of-the-spine
#16
Joseph J Foy, Robin Marsh, Randall K Ten Haken, Kelly C Younge, Matthew Schipper, Yilun Sun, Dawn Owen, Martha M Matuszak
PURPOSE: Planning for spine stereotactic body radiation therapy (SBRT) is time consuming, and differences in planner experience and technique result in discrepancies in plan quality between facilities. Here, knowledge-based planning is analyzed to determine if it may be effective in improving the quality and efficiency of spine SBRT planning. MATERIALS AND METHODS: Thirty-eight spine SBRT cases were collected from the University of Michigan database and inverse planned to deliver 3 10-Gy fractions to the planning target volume (PTV)...
September 2017: Practical Radiation Oncology
https://www.readbyqxmd.com/read/28339289/the-role-of-delineation-education-programs-for-improving-interobserver-variability-in-target-volume-delineation-in-gastric-cancer
#17
Cem Onal, Mustafa Cengiz, Ozan C Guler, Yemliha Dolek, Serdar Ozkok
OBJECTIVE: To assess whether delineation courses for radiation oncologists improve interobserver variability in target volume delineation for post-operative gastric cancer radiotherapy planning. METHODS: 29 radiation oncologists delineated target volumes in a gastric cancer patient. An experienced radiation oncologist lectured about delineation based on contouring atlas and delineation recommendations. After the course, the radiation oncologists, blinded to the previous delineation, provided delineation for the same patient...
May 2017: British Journal of Radiology
https://www.readbyqxmd.com/read/28297277/application-programming-in-c-environment-with-recorded-user-software-interactions-and-its-application-in-autopilot-of-vmat-imrt-treatment-planning
#18
Henry Wang, Lei Xing
An autopilot scheme of volumetric-modulated arc therapy (VMAT)/intensity-modulated radiation therapy (IMRT) planning with the guidance of prior knowledge is established with recorded interactions between a planner and a commercial treatment planning system (TPS). Microsoft (MS) Visual Studio Coded UI is applied to record some common planner-TPS interactions as subroutines. The TPS used in this study is a Windows-based Eclipse system. The interactions of our application program with Eclipse TPS are realized through a series of subroutines obtained by prerecording the mouse clicks or keyboard strokes of a planner in operating the TPS...
November 2016: Journal of Applied Clinical Medical Physics
https://www.readbyqxmd.com/read/28133746/development-of-an-autonomous-treatment-planning-strategy-for-radiation-therapy-with-effective-use-of-population-based-prior-data
#19
Huan Wang, Peng Dong, Hongcheng Liu, Lei Xing
PURPOSE: Current treatment planning remains a costly and labor intensive procedure and requires multiple trial-and-error adjustments of system parameters such as the weighting factors and prescriptions. The purpose of this work is to develop an autonomous treatment planning strategy with effective use of prior knowledge and in a clinically realistic treatment planning platform to facilitate radiation therapy workflow. METHOD: Our technique consists of three major components: (i) a clinical treatment planning system (TPS); (ii) a formulation of decision-function constructed using an assemble of prior treatment plans; (iii) a plan evaluator or decision-function and an outer-loop optimization independent of the clinical TPS to assess the TPS-generated plan and to drive the search toward a solution optimizing the decision-function...
February 2017: Medical Physics
https://www.readbyqxmd.com/read/28048932/th-b-204-03-tg-199-implanted-markers-for-radiation-treatment-verification
#20
Z Wang
Implanted markers as target surrogates have been widely used for treatment verification, as they provide safe and reliable monitoring of the inter- and intra-fractional target motion. The rapid advancement of technology requires a critical review and recommendation for the usage of implanted surrogates in current field. The symposium, also reporting an update of AAPM TG 199 - Implanted Target Surrogates for Radiation Treatment Verification, will be focusing on all clinical aspects of using the implanted target surrogates for treatment verification and related issues...
June 2016: Medical Physics
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