CN112017790B - 基于对抗网络的电子病历筛查方法、装置、设备及介质 - Google Patents

基于对抗网络的电子病历筛查方法、装置、设备及介质 Download PDF

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CN112017790B
CN112017790B CN202010941842.2A CN202010941842A CN112017790B CN 112017790 B CN112017790 B CN 112017790B CN 202010941842 A CN202010941842 A CN 202010941842A CN 112017790 B CN112017790 B CN 112017790B
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CN112017790A (zh
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李彦轩
唐蕊
孙行智
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Ping An Technology Shenzhen Co Ltd
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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
    • 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
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • 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
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • Computing Systems (AREA)
  • Epidemiology (AREA)
  • Molecular Biology (AREA)
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  • General Engineering & Computer Science (AREA)
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  • Primary Health Care (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
CN202010941842.2A 2020-09-09 2020-09-09 基于对抗网络的电子病历筛查方法、装置、设备及介质 Active CN112017790B (zh)

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CN202010941842.2A CN112017790B (zh) 2020-09-09 2020-09-09 基于对抗网络的电子病历筛查方法、装置、设备及介质
PCT/CN2020/124219 WO2021151326A1 (fr) 2020-09-09 2020-10-28 Procédé et appareil de criblage de dossiers médicaux électroniques sur la base d'un réseau adverse, dispositif et support

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CN202010941842.2A CN112017790B (zh) 2020-09-09 2020-09-09 基于对抗网络的电子病历筛查方法、装置、设备及介质

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CN112017790B true CN112017790B (zh) 2023-06-20

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109003678A (zh) * 2018-06-12 2018-12-14 清华大学 一种仿真文本病历的生成方法及系统
CN109073630A (zh) * 2016-02-23 2018-12-21 诺尔有限公司 诊断方法和执行诊断方法的设备
CN110808095A (zh) * 2019-09-18 2020-02-18 平安科技（深圳）有限公司 诊断结果识别、模型训练的方法、计算机设备及存储介质

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160180022A1 (en) * 2014-12-18 2016-06-23 Fortinet, Inc. Abnormal behaviour and fraud detection based on electronic medical records
CN110060774B (zh) * 2019-04-29 2022-12-09 赵蕾 一种基于生成式对抗网络的甲状腺结节识别方法
CN110910976A (zh) * 2019-10-12 2020-03-24 平安国际智慧城市科技股份有限公司 病历检测方法、装置、设备和存储介质

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109073630A (zh) * 2016-02-23 2018-12-21 诺尔有限公司 诊断方法和执行诊断方法的设备
CN109003678A (zh) * 2018-06-12 2018-12-14 清华大学 一种仿真文本病历的生成方法及系统
CN110808095A (zh) * 2019-09-18 2020-02-18 平安科技（深圳）有限公司 诊断结果识别、模型训练的方法、计算机设备及存储介质

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WO2021151326A1 (fr) 2021-08-05

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