CN110870022A - 针对大型医学成像系统的预测性维护 - Google Patents

针对大型医学成像系统的预测性维护 Download PDF

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Publication number
CN110870022A
CN110870022A CN201880045935.8A CN201880045935A CN110870022A CN 110870022 A CN110870022 A CN 110870022A CN 201880045935 A CN201880045935 A CN 201880045935A CN 110870022 A CN110870022 A CN 110870022A
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medical imaging
training data
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models
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Chinese (zh)
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D·马夫里厄杜斯
M·L·H·布曼斯
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Koninklijke Philips NV
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Koninklijke Philips NV
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Priority to CN202411976903.3A priority Critical patent/CN119920430A/zh
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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)
  • Public Health (AREA)
  • 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)
  • Apparatus For Radiation Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
CN201880045935.8A 2017-07-10 2018-07-05 针对大型医学成像系统的预测性维护 Pending CN110870022A (zh)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202411976903.3A CN119920430A (zh) 2017-07-10 2018-07-05 针对大型医学成像系统的预测性维护

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

Related Child Applications (1)

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CN202411976903.3A Division CN119920430A (zh) 2017-07-10 2018-07-05 针对大型医学成像系统的预测性维护

Publications (1)

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CN110870022A true CN110870022A (zh) 2020-03-06

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CN201880045935.8A Pending CN110870022A (zh) 2017-07-10 2018-07-05 针对大型医学成像系统的预测性维护
CN202411976903.3A Pending CN119920430A (zh) 2017-07-10 2018-07-05 针对大型医学成像系统的预测性维护

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

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WO2020069378A1 (en) 2018-09-28 2020-04-02 Schlumberger Technology Corporation Elastic adaptive downhole acquisition system
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
US12357260B2 (en) 2019-04-17 2025-07-15 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
DE102020207363A1 (de) 2020-06-15 2021-12-16 Siemens Healthcare Gmbh Vorhersage eines möglichen Ausfalls eines Moduls zum Einsatz in einer Magnetresonanzvorrichtung
EP4182944A1 (en) * 2020-07-16 2023-05-24 Koninklijke Philips N.V. System and method for optimized and personalized service check list
EP4232877B1 (en) * 2020-10-22 2024-12-18 Koninklijke Philips N.V. Multi-criteria fair queueing of alerts
CN116635945A (zh) * 2020-12-15 2023-08-22 皇家飞利浦有限公司 为预测性维护推荐服务措施的系统和方法
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
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
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

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CN103283102A (zh) * 2010-11-02 2013-09-04 施耐德电气美国股份有限公司 带有备用电源的可靠的配电系统
CN104755134A (zh) * 2012-08-29 2015-07-01 皇家飞利浦有限公司 针对高级生命支持设备的环境与使用监测系统
US20140061305A1 (en) * 2012-09-05 2014-03-06 Metrologic Instruments, Inc. Symbol reading system having predictive diagnostics
US20150227838A1 (en) * 2012-09-17 2015-08-13 Siemens Corporation Log-based predictive maintenance
CN105637377A (zh) * 2013-08-13 2016-06-01 皇家飞利浦有限公司 用于改进的管理和可靠性的基于环境状况和使用数据的自动电池指示和反馈系统

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115485786A (zh) * 2020-05-01 2022-12-16 皇家飞利浦有限公司 环境增强磁共振(mr)工作流程分析和图像读取

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EP3652748B1 (en) 2024-10-16
JP2020526816A (ja) 2020-08-31
EP3652748A1 (en) 2020-05-20
US20200185085A1 (en) 2020-06-11
JP7333276B2 (ja) 2023-08-24
WO2019011765A1 (en) 2019-01-17
CN119920430A (zh) 2025-05-02

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