JP7444280B2 - 機械学習プログラム、推定プログラム、装置、及び方法 - Google Patents

機械学習プログラム、推定プログラム、装置、及び方法 Download PDF

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JP7444280B2
JP7444280B2 JP2022558810A JP2022558810A JP7444280B2 JP 7444280 B2 JP7444280 B2 JP 7444280B2 JP 2022558810 A JP2022558810 A JP 2022558810A JP 2022558810 A JP2022558810 A JP 2022558810A JP 7444280 B2 JP7444280 B2 JP 7444280B2
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embedding vector
ontology
machine learning
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孝典 鵜飼
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Fujitsu Ltd
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06N3/0499—Feedforward networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition

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  • Medical Informatics (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2022558810A 2020-11-02 2020-11-02 機械学習プログラム、推定プログラム、装置、及び方法 Active JP7444280B2 (ja)

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PCT/JP2020/041077 WO2022091413A1 (ja) 2020-11-02 2020-11-02 機械学習プログラム、推定プログラム、装置、及び方法

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JPWO2022091413A5 JPWO2022091413A5 (https=) 2023-06-06
JP7444280B2 true JP7444280B2 (ja) 2024-03-06

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US (1) US20230259828A1 (https=)
EP (1) EP4239535A4 (https=)
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2023069544A (ja) * 2021-11-05 2023-05-18 杭州医典智能科技有限公司 鬱病診断支援システム

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018147238A (ja) 2017-03-06 2018-09-20 株式会社日立製作所 発想支援装置及び発想支援方法
JP2018170004A (ja) 2017-03-30 2018-11-01 富士通株式会社 新規患者の挙動を予測するためのシステムおよび方法
US10157226B1 (en) 2018-01-16 2018-12-18 Accenture Global Solutions Limited Predicting links in knowledge graphs using ontological knowledge
JP2020047209A (ja) 2018-09-21 2020-03-26 沖電気工業株式会社 オントロジー処理装置およびオントロジー処理プログラム

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7899764B2 (en) * 2007-02-16 2011-03-01 Siemens Aktiengesellschaft Medical ontologies for machine learning and decision support
GB2537925A (en) 2015-04-30 2016-11-02 Fujitsu Ltd A similarity-computation apparatus, a side effect determining apparatus and a system for calculating similarities between drugs and using the similarities

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018147238A (ja) 2017-03-06 2018-09-20 株式会社日立製作所 発想支援装置及び発想支援方法
JP2018170004A (ja) 2017-03-30 2018-11-01 富士通株式会社 新規患者の挙動を予測するためのシステムおよび方法
US10157226B1 (en) 2018-01-16 2018-12-18 Accenture Global Solutions Limited Predicting links in knowledge graphs using ontological knowledge
JP2020047209A (ja) 2018-09-21 2020-03-26 沖電気工業株式会社 オントロジー処理装置およびオントロジー処理プログラム

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
小林賢司 ほか，エビデンスに基づく医療のための文献キュレーションシステムの開発，情報処理学会 研究報告 グループウェアとネットワークサービス（ＧＮ）[online]，日本，一般社団法人情報処理学会，2019年03月11日，2019-GN-107巻, 2号，pp.1-8，ISSN: 2188-8744
市瀬 龍太郎，他，分散表象とオントロジーの関係，２０１５年度 人工知能学会全国大会（第２９回）論文集，日本，一般社団法人 人工知能学会，2015年05月29日，1-2

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2023069544A (ja) * 2021-11-05 2023-05-18 杭州医典智能科技有限公司 鬱病診断支援システム
JP7680028B2 (ja) 2021-11-05 2025-05-20 杭州医典智能科技有限公司 鬱病診断支援システム

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EP4239535A4 (en) 2023-12-20
WO2022091413A1 (ja) 2022-05-05
JPWO2022091413A1 (https=) 2022-05-05
US20230259828A1 (en) 2023-08-17
EP4239535A1 (en) 2023-09-06

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