Academic literature on the topic 'Radiotherapy – Data processing'

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Journal articles on the topic "Radiotherapy – Data processing"

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Zavyalov, Aleksandr A., and Dmitry A. Andreev. "Management of the radiotherapy quality control using automated Big Data processing." Health Care of the Russian Federation 64, no. 6 (2020): 368–72. http://dx.doi.org/10.46563/0044-197x-2020-64-6-368-372.

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Introduction. In Moscow, the state-of-the-art information technologies for cancer care data processing are widely used in routine practice. Data Science approaches are increasingly applied in the field of radiation oncology. Novel arrays of radiotherapy performance indices can be introduced into real-time cancer care quality and safety monitoring. The purpose of the study. The short review of the critical structural elements of automated Big Data processing and its perspectives in the light of the internal quality and safety control organization in radiation oncology departments. Material and
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Kessler, M., M. Roberson, W. Keranen, and D. McShan. "TU-FF-A3-01: Automating Data Processing for Image-Guided Adaptive Radiotherapy." Medical Physics 32, no. 6Part17 (2005): 2110. http://dx.doi.org/10.1118/1.1998454.

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Romanchikova, M., K. Harrison, S. J. Thomas, et al. "Design of electronic data processing system for radiotherapy study: lessons learned from VoxTox." Radiotherapy and Oncology 118 (February 2016): S91. http://dx.doi.org/10.1016/s0167-8140(16)30186-4.

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Philipps, L., S. Reis, S. Hindocha, M. Evison, F. McDonald, and R. Lee. "Automated data extraction and natural language processing of radiotherapy outcomes data and LNC-PATH risk score features." Lung Cancer 139 (January 2020): S1. http://dx.doi.org/10.1016/s0169-5002(20)30030-1.

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Lamamra, Kheireddine, Abdelkrim Allam, N. A. M', and hammed Afiane. "Artificial neural networks for acquisition and processing of sensors data in a radiotherapy application." International Journal of Simulation and Process Modelling 13, no. 1 (2018): 15. http://dx.doi.org/10.1504/ijspm.2018.090257.

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Afiane, M'hammed, Abdelkrim Allam, and Kheireddine Lamamra. "Artificial neural networks for acquisition and processing of sensors data in a radiotherapy application." International Journal of Simulation and Process Modelling 13, no. 1 (2018): 15. http://dx.doi.org/10.1504/ijspm.2018.10011346.

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Kahalley, Lisa S., Rachel Peterson, M. Douglas Ris, et al. "Superior Intellectual Outcomes After Proton Radiotherapy Compared With Photon Radiotherapy for Pediatric Medulloblastoma." Journal of Clinical Oncology 38, no. 5 (2020): 454–61. http://dx.doi.org/10.1200/jco.19.01706.

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PURPOSE Proton radiotherapy (PRT) may lessen the neuropsychological risk traditionally associated with cranial radiotherapy for the treatment of pediatric brain tumors by reducing the dose to normal tissue compared with that of photon radiotherapy (XRT). We examined the change in intellectual scores over time in patients with pediatric medulloblastoma treated with craniospinal PRT versus XRT. METHODS Intelligence test scores were obtained for a sample of pediatric patients treated between 2007 and 2018 on the same medulloblastoma protocols that differed only in radiotherapy modality (PRT v XRT
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Locke, C., and S. Zavgorodni. "Vega library for processing DICOM data required in Monte Carlo verification of radiotherapy treatment plans." Australasian Physics & Engineering Sciences in Medicine 31, no. 4 (2008): 290–99. http://dx.doi.org/10.1007/bf03178598.

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Syed, Khajamoinuddin, William Sleeman IV, Kevin Ivey, et al. "Integrated Natural Language Processing and Machine Learning Models for Standardizing Radiotherapy Structure Names." Healthcare 8, no. 2 (2020): 120. http://dx.doi.org/10.3390/healthcare8020120.

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The lack of standardized structure names in radiotherapy (RT) data limits interoperability, data sharing, and the ability to perform big data analysis. To standardize radiotherapy structure names, we developed an integrated natural language processing (NLP) and machine learning (ML) based system that can map the physician-given structure names to American Association of Physicists in Medicine (AAPM) Task Group 263 (TG-263) standard names. The dataset consist of 794 prostate and 754 lung cancer patients across the 40 different radiation therapy centers managed by the Veterans Health Administrat
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Pike, Lucy C., Christopher M. Thomas, Teresa Guerrero-Urbano, et al. "Guidance on the use of PET for treatment planning in radiotherapy clinical trials." British Journal of Radiology 92, no. 1103 (2019): 20190180. http://dx.doi.org/10.1259/bjr.20190180.

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The aim of this article is to propose meaningful guidance covering the practical and technical issues involved when planning or conducting clinical trials involving positron emission tomography (PET)-guided radiotherapy. The complexity of imaging requirements will depend on the study aims, design and PET methods used. Where PET is used to adapt radiotherapy, a high level of accuracy and reproducibility is required to ensure effective and safe treatment delivery. The guidance in this document is intended to assist researchers designing clinical trials involving PET-guided radiotherapy to provid
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Dissertations / Theses on the topic "Radiotherapy – Data processing"

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Wu, Wing-cheung Vincent, and 胡永祥. "Inverse planning in three-dimensional conformal and intensity modulated radiotherapy." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2004. http://hub.hku.hk/bib/B31246163.

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ANTUNES, PAULA C. G. "Reconstrucao de objetos simuladores segmentados aplicaveis a dosimetria de pele." reponame:Repositório Institucional do IPEN, 2010. http://repositorio.ipen.br:8080/xmlui/handle/123456789/9614.

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Made available in DSpace on 2014-10-09T12:28:40Z (GMT). No. of bitstreams: 0<br>Made available in DSpace on 2014-10-09T13:56:02Z (GMT). No. of bitstreams: 0<br>Dissertacao (Mestrado)<br>IPEN/D<br>Instituto de Pesquisas Energeticas e Nucleares - IPEN-CNEN/SP
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Kappas, Konstantinos. "Les heterogeneites dans les faisceaux de photons de haute energie employes en radiotherapie : recherches experimentales et theoriques." Toulouse 3, 1986. http://www.theses.fr/1986TOU30003.

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Etude de l'influence des heterogeneites du corps humain sur la distribution de la dose en radiotherapie. Qualite des faisceaux des appareis utilises et son influence sur les grandeurs dosimetriques fondamentales; les perturbations liees a la paroi de la chambre d'ionisation. Perturbation de la dose due a des volumes heterogenes excentres et des points de mesure excentres; le probleme de la prise en compte du diffuse multiple dans le calcul de la dose diffusee totale en presence de heterogeneites. Dose dans la zone de transition pres des interfaces milieu equivalent-eau/ milieu heterogene. Adap
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Olofsson, Nils. "Kidney Dynamic Model Enrichment." Thesis, Uppsala universitet, Avdelningen för visuell information och interaktion, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-242315.

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This thesis explores and explains a method using discrete curvature as a feature to find regions of vertices that can be classified as being likely to indicate the presence of an underlying tumor on a kidney surface mesh. Vertices are tagged based on curvature type and mathematical morphology is used to form regions on the mesh. The size and location of the tumor is approximated by fitting a sphere to this region. The method is intended to be employed in noninvasive radiotherapy with a dynamic soft tissue model. It could also provide an alternative to volumetric methods used to segment tumors.
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Laurent, Rémy. "Simulation du mouvement pulmonaire personnalisé par réseau de neurones artificiels pour la radiothérapie externe." Phd thesis, Université de Franche-Comté, 2011. http://tel.archives-ouvertes.fr/tel-00800360.

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Le développement de nouvelles techniques en radiothérapie externe ouvre de nouvelles voies dans la recherche de gain de précision dans la distribution de dose en passant notamment par la connaissance du mouvement pulmonaire. La simulation numérique NEMOSIS (Neural Network Motion Simulation System) basée sur les Réseaux de Neurones Artificiels (RNA) développée ici permet, en plus de déterminer de façon personnalisée le mouvement, de réduire les doses nécessaires initiales pour le déterminer. La première partie présente les techniques actuelles de traitement, les mouvements pulmonaires ainsi que
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Crabtree, Timothy. "The accuracy of a varian 600CD LINAC and the Pinnacle³ (v6.2b) treatment planning system with regard to IMRT implementation." Thesis, 2006. http://hdl.handle.net/2440/70152.

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With IMRT now the future for the accurate delivery of radiation therapy, an investigation into the beam delivery system and the radiotherapy planning system has been undertaken to determine the accuracy and limitations of both systems. Results outlined in the following investigation have shown limitations in the beam delivery system as a result of the individual leaf construction and the Linac mechanics. Results from this investigation have shown limitations applied to IMRT fluence conversion and machine delivery process must include a minimum 2cm equivalent segment size with the smallest poss
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Books on the topic "Radiotherapy – Data processing"

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Nanoparticles - radiotherapy accessories. 2nd ed. Wiley-Interscience, 2006.

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2

Joint, U. S. Scandinavian Symposium on Future Directions of Computer-Aided Radiotherapy (1988 San Antonio Tex ). Joint U.S.-Scandinavian Symposium on Future Directions of Computer-Aided Radiotherapy: Proceedings. The Program, 1989.

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Joint U.S.-Scandinavian Symposium on Future Directions of Computer-Aided Radiotherapy (1988 San Antonio, Tex.). Joint U.S.-Scandinavian Symposium on Future Directions of Computer-Aided Radiotherapy: Proceedings. The Program, 1989.

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International Conference on the Use of Computers in Radiation Therapy (10th 1990 Lucknow, India). The use of computers in radiation therapy: Proceedings of the Tenth International Conference on the Use of Computers in Radiation Therapy, Lucknow, India, November 11-14, 1990. Edited by Hukku S, Iyer P. S, India. Dept. of Electronics., and Council of Science & Technology, U.P. The Dept., 1990.

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Haas, Olivier C. L. Radiotherapy treatment planning: New system approaches. Springer, 1999.

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International, Conference on the Use of Computers in Radiation Therapy (9th 1987 Scheveningen Netherlands). The use of computers in radiation therapy: Proceedings of the Ninth International Conference on the Use of Computers in Radiation Therapy held in Scheveningen, the Netherlands, June 22-25, 1987. North Holland, 1987.

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Breast cancer. Demos Medical Pub., 2012.

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CARS, 2002 (2002 Paris France). CARS 2002: Computer assisted radiology and surgery : proceedings of the 16th International Congress and Exhibition, Paris, June 26-29, 2002. Springer, 2002.

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Shaw, J. E. A Guide to Commissioning & Quality Control of Treatment Planning Systems (Report). Institute of Physics and Engineering in Medicine, 1994.

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E, Shaw J., and Institution of Physics and Engineering in Medicine and Biology., eds. A guide to commissioning and quality control of treatment planning systems. Institution of Physics and Engineering in Medicine and Biology, 1996.

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Book chapters on the topic "Radiotherapy – Data processing"

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Kilindris, Thomas V., and Kiki Theodorou. "Combining Geometry and Image in Biomedical Systems." In Handbook of Research on Advanced Techniques in Diagnostic Imaging and Biomedical Applications. IGI Global, 2009. http://dx.doi.org/10.4018/978-1-60566-314-2.ch013.

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Patient anatomy, biochemical response, as well functional evaluation at organ level, are key fields that produce a significant amount of multi modal information during medical diagnosis. Visualization, processing, and storage of the acquired data sets are essential tasks in everyday medical practice. In order to perform complex processing that involves or rely on image data a robust as well versatile data structure was used as extension of the Visualization Toolkit (VTK). The proposed structure serves as a universal registration container for acquired information and post processed resulted data. The structure is a dynamic multidimensional data holder to host several modalities and/or Meta data like fused image sets, extracted features (volumetric, surfaces, edges) providing a universal coordinate system used for calculations and geometric processes. A case study of Treatment Planning System (TPS) in the stereotactic radiotherapy (RT) based on the proposed structure is discussed as an efficient medical application.
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