JP7333276B2 - 大型医用イメージングシステムの予測保守 - Google Patents

大型医用イメージングシステムの予測保守 Download PDF

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JP7333276B2
JP7333276B2 JP2019571001A JP2019571001A JP7333276B2 JP 7333276 B2 JP7333276 B2 JP 7333276B2 JP 2019571001 A JP2019571001 A JP 2019571001A JP 2019571001 A JP2019571001 A JP 2019571001A JP 7333276 B2 JP7333276 B2 JP 7333276B2
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medical imaging
training data
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JP2020526816A (ja
JP2020526816A5 (https=
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ディミトロス マブリウドゥス
マイケル レオナルドゥス ヘレナ ボウマンズ
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Koninklijke Philips NV
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    • 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
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/40—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management of medical equipment or devices, e.g. scheduling maintenance or upgrades
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
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  • Business, Economics & Management (AREA)
  • Biomedical Technology (AREA)
  • General Business, Economics & Management (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Radiology & Medical Imaging (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
JP2019571001A 2017-07-10 2018-07-05 大型医用イメージングシステムの予測保守 Active JP7333276B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201762530385P 2017-07-10 2017-07-10
US62/530,385 2017-07-10
PCT/EP2018/068180 WO2019011765A1 (en) 2017-07-10 2018-07-05 PREDICTIVE MAINTENANCE FOR LARGE MEDICAL IMAGING SYSTEMS

Publications (3)

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JP2020526816A JP2020526816A (ja) 2020-08-31
JP2020526816A5 JP2020526816A5 (https=) 2021-08-12
JP7333276B2 true JP7333276B2 (ja) 2023-08-24

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JP2019571001A Active JP7333276B2 (ja) 2017-07-10 2018-07-05 大型医用イメージングシステムの予測保守

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US (1) US20200185085A1 (https=)
EP (1) EP3652748B1 (https=)
JP (1) JP7333276B2 (https=)
CN (2) CN110870022A (https=)
WO (1) WO2019011765A1 (https=)

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CN111508589A (zh) * 2019-01-30 2020-08-07 郑州大学第一附属医院 一种磁共振成像设备数据处理方法、装置及系统
EP3716281A1 (en) * 2019-03-25 2020-09-30 Siemens Healthcare GmbH Sequence mining in medical iot data
EP3948890A1 (en) * 2019-03-27 2022-02-09 Alcon Inc. System and method of utilizing data of medical systems
WO2020212470A1 (en) * 2019-04-17 2020-10-22 Koninklijke Philips N.V. Medical imaging systems and methods with auto-correction of image quality-based on the log analysis of medical devices
JP7356816B2 (ja) * 2019-05-17 2023-10-05 キヤノンメディカルシステムズ株式会社 医用情報処理装置
EP3987463B1 (en) * 2019-06-21 2025-12-17 Koninklijke Philips N.V. Configuration anomaly detection in medical system configurations using frequent pattern mining
WO2021219521A1 (en) * 2020-05-01 2021-11-04 Koninklijke Philips N.V. Context-enhanced magnetic resonance (mr) workflow analysis and image reading
DE102020207363A1 (de) 2020-06-15 2021-12-16 Siemens Healthcare Gmbh Vorhersage eines möglichen Ausfalls eines Moduls zum Einsatz in einer Magnetresonanzvorrichtung
WO2022013047A1 (en) * 2020-07-16 2022-01-20 Koninklijke Philips N.V. System and method for optimized and personalized service check list
US20230410995A1 (en) * 2020-10-22 2023-12-21 Koninklijke Philips N.V. Multi-criteria fair queueing of alerts
US20240029875A1 (en) * 2020-12-15 2024-01-25 Koninklijke Philips N.V. System and method to recommend service action for predictive maintenance
US12326918B2 (en) * 2021-10-18 2025-06-10 Optum Services (Ireland) Limited Cross-temporal encoding machine learning models
US12327193B2 (en) 2021-10-19 2025-06-10 Optum Services (Ireland) Limited Methods, apparatuses and computer program products for predicting measurement device performance
US20250005522A1 (en) * 2021-11-30 2025-01-02 Koninklijke Philips N.V. Data quality improvement system for imaging system service work orders (swo)
JP2023118666A (ja) * 2022-02-15 2023-08-25 コニカミノルタ株式会社 放射線検出器の破損時期予測システム、放射線検出器の交換システム、解析装置及び解析方法
US12469594B1 (en) 2022-02-15 2025-11-11 Trimedx, Llc Predictive work order devices, systems, and methods
US12229188B2 (en) 2022-05-17 2025-02-18 Optum Services (Ireland) Limited Machine learning techniques for generating disease prediction utilizing cross-temporal semi-structured input data
US20240170138A1 (en) * 2022-11-21 2024-05-23 GE Precision Healthcare LLC System and methods for enabling remote planned maintenance of medical imaging devices
KR102853005B1 (ko) * 2022-12-02 2025-09-02 더영메디주식회사 저선량 솔루션 기법(ASiR) 적용을 위한 스마트 콘솔이 장착된 컴퓨터단층촬영장치의 유지보수 예측 시스템 및 예측 방법
US12451241B2 (en) * 2023-02-17 2025-10-21 Glassbeam, Inc. Predicting failure of a medical device part using operational and non-operational data
CN116543881A (zh) * 2023-02-28 2023-08-04 复旦大学附属中山医院 基于超数字人的医疗设备状态预测方法、装置及存储介质
EP4462442A1 (en) * 2023-05-11 2024-11-13 Koninklijke Philips N.V. Evaluating a performance metric for a component of a medical imaging system
WO2025108762A1 (en) * 2023-11-20 2025-05-30 Koninklijke Philips N.V. Systems and methods for enabling predictive maintenance for intercommunication issues in exam room
CN118983069A (zh) * 2024-10-22 2024-11-19 江苏晨逸京泽生物科技有限公司 一种医疗器械预测性维护保养方法及装置

Citations (3)

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JP2013149066A (ja) 2012-01-19 2013-08-01 Toshiba Corp 保守サービス支援システム
US20150227838A1 (en) 2012-09-17 2015-08-13 Siemens Corporation Log-based predictive maintenance

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ES2941889T3 (es) * 2010-11-02 2023-05-26 Schneider Electric Usa Inc Sistema de distribución eléctrica fiable con fuente de potencia alternativa
JP6854588B2 (ja) * 2012-08-29 2021-04-07 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 高度な生命維持デバイスのための環境及び使用監視システム
US9022288B2 (en) * 2012-09-05 2015-05-05 Metrologic Instruments, Inc. Symbol reading system having predictive diagnostics
WO2014145977A1 (en) * 2013-03-15 2014-09-18 Bates Alexander B System and methods for automated plant asset failure detection
WO2015022618A1 (en) * 2013-08-13 2015-02-19 Koninklijke Philips N.V. Automated battery indication and feedback system based on environmental conditions and use data for improved management and reliability

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110121969A1 (en) 2009-11-25 2011-05-26 Unisyn Medical Technologies, Inc. Remote maintenance of medical imaging devices
JP2013149066A (ja) 2012-01-19 2013-08-01 Toshiba Corp 保守サービス支援システム
US20150227838A1 (en) 2012-09-17 2015-08-13 Siemens Corporation Log-based predictive maintenance

Also Published As

Publication number Publication date
CN110870022A (zh) 2020-03-06
EP3652748B1 (en) 2024-10-16
JP2020526816A (ja) 2020-08-31
US20200185085A1 (en) 2020-06-11
WO2019011765A1 (en) 2019-01-17
CN119920430A (zh) 2025-05-02
EP3652748A1 (en) 2020-05-20

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