CN114220505A - 病历数据的信息抽取方法、终端设备及可读存储介质 - Google Patents

病历数据的信息抽取方法、终端设备及可读存储介质 Download PDF

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Publication number
CN114220505A
CN114220505A CN202111438121.0A CN202111438121A CN114220505A CN 114220505 A CN114220505 A CN 114220505A CN 202111438121 A CN202111438121 A CN 202111438121A CN 114220505 A CN114220505 A CN 114220505A
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medical record
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张迎翔
廖祥云
王琼
王平安
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Shenzhen Institute of Advanced Technology of CAS
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Shenzhen Institute of Advanced Technology of CAS
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Priority to CN202111438121.0A priority Critical patent/CN114220505A/zh
Priority to PCT/CN2021/137931 priority patent/WO2023092719A1/fr
Publication of CN114220505A publication Critical patent/CN114220505A/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
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • 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
    • G06N3/044—Recurrent networks, e.g. Hopfield 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
    • G06N3/04—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
    • G06N3/084—Backpropagation, e.g. using gradient descent

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Epidemiology (AREA)
  • Medical Informatics (AREA)
  • Primary Health Care (AREA)
  • Public Health (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
CN202111438121.0A 2021-11-29 2021-11-29 病历数据的信息抽取方法、终端设备及可读存储介质 Pending CN114220505A (zh)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN202111438121.0A CN114220505A (zh) 2021-11-29 2021-11-29 病历数据的信息抽取方法、终端设备及可读存储介质
PCT/CN2021/137931 WO2023092719A1 (fr) 2021-11-29 2021-12-14 Procédé d'extraction d'informations pour des données de dossier médical, et dispositif de terminal et support de stockage lisible

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202111438121.0A CN114220505A (zh) 2021-11-29 2021-11-29 病历数据的信息抽取方法、终端设备及可读存储介质

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CN114220505A true CN114220505A (zh) 2022-03-22

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WO (1) WO2023092719A1 (fr)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116501830B (zh) * 2023-06-29 2023-09-05 中南大学 一种生物医学文本的重叠关系联合抽取方法及相关设备
CN118113792B (zh) * 2024-04-23 2024-09-13 生命奇点(北京)科技有限公司 一种获取实体和实体关系的系统

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015110070A1 (fr) * 2014-01-26 2015-07-30 北京睿仁医疗科技有限公司 Procédé et système pour la surveillance de paramètres pathologiques de multiples patients
US20190035506A1 (en) * 2017-07-31 2019-01-31 Hefei University Of Technology Intelligent auxiliary diagnosis method, system and machine-readable medium thereof
CN110046349A (zh) * 2019-03-26 2019-07-23 平安科技（深圳）有限公司 基于中文病历的信息识别方法、装置、设备及存储介质
CN112883736A (zh) * 2021-02-22 2021-06-01 零氪科技（北京）有限公司 医疗实体关系抽取方法和装置
CN113704392A (zh) * 2021-04-13 2021-11-26 腾讯科技（深圳）有限公司 文本中实体关系的抽取方法、装置、设备及存储介质

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11170169B2 (en) * 2019-03-29 2021-11-09 Innoplexus Ag System and method for language-independent contextual embedding
CN110598001A (zh) * 2019-08-05 2019-12-20 平安科技（深圳）有限公司 联合实体关系抽取方法、装置及存储介质
CN113468888A (zh) * 2021-06-25 2021-10-01 浙江华巽科技有限公司 基于神经网络的实体关系联合抽取方法与装置
CN113486667B (zh) * 2021-07-26 2024-03-05 辽宁工程技术大学 一种基于实体类型信息的医疗实体关系联合抽取方法

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015110070A1 (fr) * 2014-01-26 2015-07-30 北京睿仁医疗科技有限公司 Procédé et système pour la surveillance de paramètres pathologiques de multiples patients
US20190035506A1 (en) * 2017-07-31 2019-01-31 Hefei University Of Technology Intelligent auxiliary diagnosis method, system and machine-readable medium thereof
CN110046349A (zh) * 2019-03-26 2019-07-23 平安科技（深圳）有限公司 基于中文病历的信息识别方法、装置、设备及存储介质
CN112883736A (zh) * 2021-02-22 2021-06-01 零氪科技（北京）有限公司 医疗实体关系抽取方法和装置
CN113704392A (zh) * 2021-04-13 2021-11-26 腾讯科技（深圳）有限公司 文本中实体关系的抽取方法、装置、设备及存储介质

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