SG11202103961QA - Medical knowledge graph question answering processing method, device, apparatus, and storage medium - Google Patents

Medical knowledge graph question answering processing method, device, apparatus, and storage medium

Info

Publication number
SG11202103961QA
SG11202103961QA SG11202103961QA SG11202103961QA SG11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA SG 11202103961Q A SG11202103961Q A SG 11202103961QA
Authority
SG
Singapore
Prior art keywords
storage medium
processing method
knowledge graph
question answering
medical knowledge
Prior art date
Application number
SG11202103961QA
Inventor
Wei Zhu
Xin Liang
Yuan Ni
Guotong Xie
Original Assignee
Ping An Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Publication of SG11202103961QA publication Critical patent/SG11202103961QA/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/288—Entity relationship models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/332—Query formulation
    • G06F16/3329—Natural language query formulation or dialogue systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/36—Creation of semantic tools, e.g. ontology or thesauri
    • G06F16/367—Ontology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Human Computer Interaction (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
SG11202103961QA 2019-07-19 2020-06-28 Medical knowledge graph question answering processing method, device, apparatus, and storage medium SG11202103961QA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910655569.4A CN110532360A (en) 2019-07-19 2019-07-19 Medical field knowledge mapping question and answer processing method, device, equipment and storage medium
PCT/CN2020/098534 WO2021012878A1 (en) 2019-07-19 2020-06-28 Medical domain knowledge graph question and answer processing method, apparatus, device, and storage medium

Publications (1)

Publication Number Publication Date
SG11202103961QA true SG11202103961QA (en) 2021-05-28

Family

ID=68660502

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202103961QA SG11202103961QA (en) 2019-07-19 2020-06-28 Medical knowledge graph question answering processing method, device, apparatus, and storage medium

Country Status (3)

Country Link
CN (1) CN110532360A (en)
SG (1) SG11202103961QA (en)
WO (1) WO2021012878A1 (en)

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110532360A (en) * 2019-07-19 2019-12-03 平安科技（深圳）有限公司 Medical field knowledge mapping question and answer processing method, device, equipment and storage medium
CN111191035B (en) * 2019-12-30 2022-07-19 四川大学华西医院 Method and device for recognizing lung cancer clinical database text entity
CN111341456B (en) * 2020-02-21 2024-02-23 中南大学湘雅医院 Method and device for generating diabetic foot knowledge graph and readable storage medium
CN113434627A (en) * 2020-03-18 2021-09-24 中国电信股份有限公司 Work order processing method and device and computer readable storage medium
CN112307215A (en) * 2020-04-20 2021-02-02 北京沃东天骏信息技术有限公司 Data processing method, device and computer readable storage medium
CN111694942A (en) * 2020-05-29 2020-09-22 平安科技（深圳）有限公司 Question answering method, device, equipment and computer readable storage medium
CN112148884B (en) * 2020-08-21 2023-09-22 北京阿叟阿巴科技有限公司 Systems and methods for autism intervention
CN112466463B (en) * 2020-12-10 2023-08-18 求臻医学科技(浙江)有限公司 Intelligent answering system based on tumor accurate diagnosis and treatment knowledge graph
CN112786144B (en) * 2021-01-29 2024-04-02 北京百度网讯科技有限公司 Knowledge graph method, doctor's advice quality control method, device, equipment and medium
CN113127626B (en) * 2021-04-22 2024-04-30 广联达科技股份有限公司 Recommendation method, device, equipment and readable storage medium based on knowledge graph
CN113190645A (en) * 2021-05-31 2021-07-30 国家电网有限公司大数据中心 Index structure establishing method, device, equipment and storage medium
CN115510196A (en) * 2021-06-07 2022-12-23 马上消费金融股份有限公司 Knowledge graph construction method, question answering method, device and storage medium
CN113641807B (en) * 2021-07-28 2024-05-24 北京百度网讯科技有限公司 Training method, device, equipment and storage medium of dialogue recommendation model
CN114118057A (en) * 2021-10-29 2022-03-01 北京达佳互联信息技术有限公司 Sentence vector model generation method, sentence vector model generation device, data recall method, data recall device, electronic equipment and storage medium
CN114416941B (en) * 2021-12-28 2023-09-05 北京百度网讯科技有限公司 Knowledge graph-fused dialogue knowledge point determination model generation method and device
CN115762813B (en) * 2023-01-09 2023-04-18 之江实验室 Doctor-patient interaction method and system based on patient individual knowledge graph
CN115982335B (en) * 2023-02-14 2024-06-18 智慧眼科技股份有限公司 Active AI medical question-answering system, method, equipment and storage medium
CN117407541B (en) * 2023-12-15 2024-03-29 中国科学技术大学 Knowledge graph question-answering method based on knowledge enhancement

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106844368B (en) * 2015-12-03 2020-06-16 华为技术有限公司 Method for man-machine conversation, neural network system and user equipment
CN107748757B (en) * 2017-09-21 2021-05-07 北京航空航天大学 Question-answering method based on knowledge graph
CN109522393A (en) * 2018-10-11 2019-03-26 平安科技（深圳）有限公司 Intelligent answer method, apparatus, computer equipment and storage medium
CN109271504B (en) * 2018-11-07 2021-06-25 爱因互动科技发展（北京）有限公司 Inference dialogue method based on knowledge graph
CN109543018A (en) * 2018-11-23 2019-03-29 北京羽扇智信息科技有限公司 Answer generation method, device, electronic equipment and storage medium
CN109710738A (en) * 2018-12-24 2019-05-03 广州天鹏计算机科技有限公司 Drug inquiry method, apparatus, system, computer equipment and storage medium
CN110532360A (en) * 2019-07-19 2019-12-03 平安科技（深圳）有限公司 Medical field knowledge mapping question and answer processing method, device, equipment and storage medium

Also Published As

Publication number Publication date
WO2021012878A1 (en) 2021-01-28
CN110532360A (en) 2019-12-03

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