JP6602299B2 - 効率的治療計画トレードオフ分析 - Google Patents

効率的治療計画トレードオフ分析 Download PDF

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JP6602299B2
JP6602299B2 JP2016536240A JP2016536240A JP6602299B2 JP 6602299 B2 JP6602299 B2 JP 6602299B2 JP 2016536240 A JP2016536240 A JP 2016536240A JP 2016536240 A JP2016536240 A JP 2016536240A JP 6602299 B2 JP6602299 B2 JP 6602299B2
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trade
plan
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treatment
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JP2016538944A5 (enExample
JP2016538944A (ja
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カール アントニン ブズドゥセク
サンカラ ハリ ゴパラクリシュナン
パラシャント クマル
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Koninklijke Philips NV
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N5/00—Radiation therapy
    • A61N5/10—X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
    • A61N5/103—Treatment planning systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/40—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mechanical, radiation or invasive therapies, e.g. surgery, laser therapy, dialysis or acupuncture
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/20—ICT specially adapted for the handling or processing of medical references relating to practices or guidelines
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N5/00—Radiation therapy
    • A61N5/10—X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
    • A61N5/103—Treatment planning systems
    • A61N2005/1041—Treatment planning systems using a library of previously administered radiation treatment applied to other patients

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Biomedical Technology (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Pathology (AREA)
  • Radiology & Medical Imaging (AREA)
  • Data Mining & Analysis (AREA)
  • Veterinary Medicine (AREA)
  • Animal Behavior & Ethology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Bioethics (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Surgery (AREA)
  • Urology & Nephrology (AREA)
  • General Physics & Mathematics (AREA)
  • Radiation-Therapy Devices (AREA)
JP2016536240A 2013-12-04 2014-11-24 効率的治療計画トレードオフ分析 Active JP6602299B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201361911507P 2013-12-04 2013-12-04
US61/911,507 2013-12-04
PCT/IB2014/066293 WO2015083035A1 (en) 2013-12-04 2014-11-24 Efficient treatment plan trade-off analysis

Publications (3)

Publication Number Publication Date
JP2016538944A JP2016538944A (ja) 2016-12-15
JP2016538944A5 JP2016538944A5 (enExample) 2017-12-28
JP6602299B2 true JP6602299B2 (ja) 2019-11-06

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Family Applications (1)

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JP2016536240A Active JP6602299B2 (ja) 2013-12-04 2014-11-24 効率的治療計画トレードオフ分析

Country Status (5)

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US (1) US10232192B2 (enExample)
EP (1) EP3077936A1 (enExample)
JP (1) JP6602299B2 (enExample)
CN (1) CN105793854B (enExample)
WO (1) WO2015083035A1 (enExample)

Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10549121B2 (en) * 2015-03-06 2020-02-04 Duke University Automatic determination of radiation beam configurations for patient-specific radiation therapy planning
WO2016145251A1 (en) * 2015-03-10 2016-09-15 Impac Medical Systems, Inc. Adaptive treatment management system with a workflow management engine
CN107708806B (zh) 2015-06-08 2020-08-04 皇家飞利浦有限公司 具有全局考虑的辐射治疗优化单元
US10456596B2 (en) * 2015-11-13 2019-10-29 Hitachi, Ltd. Particle therapy system
US20170162069A1 (en) * 2015-12-02 2017-06-08 Noom, Inc. Scalable population health management tools for clinicians
JP7057754B6 (ja) * 2016-01-07 2022-06-02 コーニンクレッカ フィリップス エヌ ヴェ 反復治療計画における最適化方針の自動選択
EP3426343B1 (en) * 2016-03-09 2020-09-16 Koninklijke Philips N.V. Pre-optimization method for quick prediction of achievability of clinical goals in intensity modulated radiation therapy
US10279197B2 (en) * 2016-03-30 2019-05-07 Varian Medical Systems International Ag Method and apparatus pertaining to radiation-treatment plan optimization
JP2017184929A (ja) * 2016-04-04 2017-10-12 株式会社日立製作所 放射線治療計画装置
EP3532163B1 (en) * 2016-10-28 2020-04-15 Koninklijke Philips N.V. Graphical user interface for iterative treatment planning
EP3384962B1 (en) * 2017-04-05 2022-06-08 RaySearch Laboratories AB System and method for automatic radiotherapy treatment planning
EP3391940A1 (en) 2017-04-21 2018-10-24 Koninklijke Philips N.V. Planning system for adaptive radiation therapy
US11517766B2 (en) 2017-07-31 2022-12-06 Koninklijke Philips N.V. Tuning mechanism for OAR and target objectives during optimization
CN109771843B (zh) * 2017-11-10 2021-10-22 北京连心医疗科技有限公司 云放射治疗计划评估方法、设备与存储介质
US11964169B2 (en) * 2018-03-30 2024-04-23 Varian Medical Systems International Ag Apparatus and method for forming prescribed radiation therapy treatment instructions
CN110124214B (zh) * 2019-05-24 2020-09-04 南方医科大学 预测剂量分布引导的调强放疗计划优化系统、介质及设备
CN112546455B (zh) * 2019-09-25 2023-09-15 中硼(厦门)医疗器械有限公司 照射参数选取装置及其使用方法
JP7306973B2 (ja) * 2019-11-21 2023-07-11 富士フイルム株式会社 再生医療支援システム、再生医療支援方法、及び再生医療支援プログラム
US20230293907A1 (en) * 2020-09-04 2023-09-21 Oncospace, Inc. Machine-learning-driven auto-planning for radiation treatment
EP4176926A1 (en) * 2021-11-09 2023-05-10 Koninklijke Philips N.V. A machine learning system for generating multiple dose distributions conditioned by different planning templates of clinical goals
US20240207644A1 (en) * 2022-12-21 2024-06-27 Siemens Healthineers International Ag Radiation dose prediction via artificial intelligence models using organ dose trade-off

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4509115B2 (ja) 2003-09-29 2010-07-21 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ 放射線治療を計画するための方法及び装置
CN1953782A (zh) * 2003-10-07 2007-04-25 诺莫斯公司 用于适形放射治疗的计划系统、方法和设备
CN100496386C (zh) * 2006-12-29 2009-06-10 成都川大奇林科技有限责任公司 精确放射治疗计划系统
US8180020B2 (en) * 2008-10-23 2012-05-15 Accuray Incorporated Sequential optimizations for treatment planning
US8688618B2 (en) * 2009-06-23 2014-04-01 The Johns Hopkins University Method and system for determining treatment plans
WO2011053802A2 (en) 2009-10-30 2011-05-05 Tomotherapy Incorporated Non-voxel-based broad-beam (nvbb) algorithm for intensity modulated radiation therapy dose calculation and plan optimization
CA2796159A1 (en) * 2010-06-07 2011-12-15 The University Of Manitoba Multi-objective radiation therapy optimization method
JP5889585B2 (ja) 2011-09-15 2016-03-22 株式会社東芝 放射線治療情報生成装置
JP5954705B2 (ja) * 2012-05-07 2016-07-20 国立研究開発法人量子科学技術研究開発機構 照射計画装置、照射計画プログラム、照射計画決定方法、および荷電粒子照射システム
US9463336B2 (en) * 2013-09-20 2016-10-11 Sun Nuclear Corporation Benchmark system for radiation therapy planning

Also Published As

Publication number Publication date
CN105793854A (zh) 2016-07-20
JP2016538944A (ja) 2016-12-15
EP3077936A1 (en) 2016-10-12
WO2015083035A1 (en) 2015-06-11
CN105793854B (zh) 2020-06-16
US20170173365A1 (en) 2017-06-22
US10232192B2 (en) 2019-03-19

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