JP6466442B2 - コンピュータ化された臨床診断支援のための階層的自己学習システム - Google Patents

コンピュータ化された臨床診断支援のための階層的自己学習システム Download PDF

Info

Publication number
JP6466442B2
JP6466442B2 JP2016529437A JP2016529437A JP6466442B2 JP 6466442 B2 JP6466442 B2 JP 6466442B2 JP 2016529437 A JP2016529437 A JP 2016529437A JP 2016529437 A JP2016529437 A JP 2016529437A JP 6466442 B2 JP6466442 B2 JP 6466442B2
Authority
JP
Japan
Prior art keywords
learning system
local
diagnosis
global
correct
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
JP2016529437A
Other languages
English (en)
Japanese (ja)
Other versions
JP2017504087A (ja
JP2017504087A5 (enExample
Inventor
インフイ デン
インフイ デン
シャオミン リ
シャオミン リ
シャオリン グー
シャオリン グー
ヴィジャイ タークル シャムダサーニ
ヴィジャイ タークル シャムダサーニ
イン ウー
イン ウー
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of JP2017504087A publication Critical patent/JP2017504087A/ja
Publication of JP2017504087A5 publication Critical patent/JP2017504087A5/ja
Application granted granted Critical
Publication of JP6466442B2 publication Critical patent/JP6466442B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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 OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • 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
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/20—ICT specially adapted for the handling or processing of medical references relating to practices or guidelines

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Primary Health Care (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Bioethics (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
JP2016529437A 2013-11-13 2014-11-10 コンピュータ化された臨床診断支援のための階層的自己学習システム Active JP6466442B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201361903475P 2013-11-13 2013-11-13
US61/903,475 2013-11-13
PCT/IB2014/065921 WO2015071815A1 (en) 2013-11-13 2014-11-10 Hierarchical self-learning system for computerized clinical diagnostic support

Publications (3)

Publication Number Publication Date
JP2017504087A JP2017504087A (ja) 2017-02-02
JP2017504087A5 JP2017504087A5 (enExample) 2017-12-21
JP6466442B2 true JP6466442B2 (ja) 2019-02-06

Family

ID=52000903

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2016529437A Active JP6466442B2 (ja) 2013-11-13 2014-11-10 コンピュータ化された臨床診断支援のための階層的自己学習システム

Country Status (5)

Country Link
US (1) US11361849B2 (enExample)
EP (1) EP3069286A1 (enExample)
JP (1) JP6466442B2 (enExample)
CN (1) CN106462655B (enExample)
WO (1) WO2015071815A1 (enExample)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11250956B2 (en) * 2014-11-03 2022-02-15 Cerner Innovation, Inc. Duplication detection in clinical documentation during drafting
CN108351862B (zh) 2015-08-11 2023-08-22 科格诺亚公司 利用人工智能和用户输入来确定发育进展的方法和装置
US11972336B2 (en) 2015-12-18 2024-04-30 Cognoa, Inc. Machine learning platform and system for data analysis
CN118609834A (zh) 2016-11-14 2024-09-06 科格诺亚公司 用于评估发育状况并提供覆盖度和可靠性控制的方法和装置
JP6957214B2 (ja) 2017-06-05 2021-11-02 キヤノン株式会社 情報処理装置、情報処理システム、情報処理方法及びプログラム
US11106967B2 (en) 2017-07-03 2021-08-31 X Development Llc Update of local features model based on correction to robot action
US10562181B2 (en) 2017-07-03 2020-02-18 X Development Llc Determining and utilizing corrections to robot actions
US20190066244A1 (en) * 2017-08-30 2019-02-28 International Business Machines Corporation Personalized healthcare image analysis system
DE102017219441A1 (de) * 2017-10-30 2019-05-02 Robert Bosch Gmbh Verfahren zum Trainieren eines zentralen Künstlichen-Intelligenz-Moduls
KR102656543B1 (ko) 2018-03-16 2024-04-12 삼성메디슨 주식회사 의료 영상 장치, 그 제어 방법, 및 컴퓨터 프로그램
CN108831554B (zh) * 2018-06-05 2021-08-31 中国联合网络通信集团有限公司 医疗信息处理方法及装置
WO2021059604A1 (ja) * 2019-09-26 2021-04-01 富士フイルム株式会社 機械学習システムおよび方法、統合サーバ、情報処理装置、プログラムならびに推論モデルの作成方法
JP7717501B2 (ja) * 2021-06-15 2025-08-04 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、医用情報処理システム、医用情報処理方法及び医用情報処理プログラム
WO2023036778A1 (en) * 2021-09-07 2023-03-16 Koninklijke Philips N.V. Defining preset parameter values for an ultrasound imaging system

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3231810B2 (ja) * 1990-08-28 2001-11-26 アーチ・デベロップメント・コーポレーション ニューラル・ネットワークを用いた鑑別診断支援方法
US6882990B1 (en) * 1999-05-01 2005-04-19 Biowulf Technologies, Llc Methods of identifying biological patterns using multiple data sets
WO2004072858A1 (ja) * 2003-01-17 2004-08-26 Ho Jinyama 状態識別方法及び状態識別システム
JP4437050B2 (ja) * 2004-03-26 2010-03-24 株式会社日立製作所 診断支援システム、診断支援方法および診断支援サービスの提供方法
US7650321B2 (en) * 2005-02-16 2010-01-19 Siemens Medical Solutions Usa, Inc. Two classifier based system for classifying anomalous medical patient records
AU2009217184B2 (en) * 2008-02-20 2015-03-19 Digital Medical Experts Inc. Expert system for determining patient treatment response
EP2473955A1 (en) * 2009-09-04 2012-07-11 Koninklijke Philips Electronics N.V. Clinical decision support
EP2606447A1 (en) 2010-08-18 2013-06-26 Koninklijke Philips Electronics N.V. Visualization of concurrently executing computer interpretable guidelines
JP2013536521A (ja) 2010-08-19 2013-09-19 コーニンクレッカ フィリップス エヌ ヴェ 拡張可能意思決定支援システム
US20120109689A1 (en) * 2010-10-28 2012-05-03 Jason Lee Support System for Improved Quality Healthcare
JP6530707B2 (ja) * 2012-04-02 2019-06-12 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 臨床判断支援のための経路視覚化
US9996670B2 (en) * 2013-05-14 2018-06-12 Zynx Health Incorporated Clinical content analytics engine

Also Published As

Publication number Publication date
WO2015071815A1 (en) 2015-05-21
US11361849B2 (en) 2022-06-14
CN106462655B (zh) 2019-04-05
US20160283680A1 (en) 2016-09-29
JP2017504087A (ja) 2017-02-02
EP3069286A1 (en) 2016-09-21
CN106462655A (zh) 2017-02-22

Similar Documents

Publication Publication Date Title
JP6466442B2 (ja) コンピュータ化された臨床診断支援のための階層的自己学習システム
JP7200311B2 (ja) 人工知能およびユーザ入力を用いて発達進度を判定するための方法および装置
JP7584388B2 (ja) デジタル個別化医療のためのプラットフォームおよびシステム
US20240257974A1 (en) Model optimization and data analysis using machine learning techniques
US20240096499A1 (en) Medical treatment metric modelling based on machine learning
US20220414464A1 (en) Method and server for federated machine learning
WO2020148998A1 (ja) モデル統合装置、方法及びプログラム並びに推論、検査及び制御システム
WO2018090009A1 (en) Methods and apparatus for evaluating developmental conditions and providing control over coverage and reliability
CN110582223A (zh) 用于医疗状况诊断、治疗和预后确定的系统及方法
US11710572B2 (en) Experience engine-method and apparatus of learning from similar patients
JP2023533587A (ja) モデルを訓練する訓練データセットの選択
US20240020824A1 (en) Machine learning models for automated diagnosis of disease database entities
CN112635053A (zh) 基于大数据的居民健康预警方法、装置、设备和系统
CN111680798A (zh) 联合学习模型系统和方法、装置和计算机可读存储介质
CN108231189A (zh) 基于双深度神经学习网络的数据处理方法和疾病诊断装置
US12174915B1 (en) Progressive machine learning using a qualifier
US20210182599A1 (en) Matching a subject to resources
US12354749B2 (en) Machine learning models for automated diagnosis of disease database entities
US11308615B1 (en) Systems and processes for improving medical diagnoses
US20090055333A1 (en) Self-adaptive data pre-fetch by artificial neuron network
US20150356274A1 (en) Methods and systems to create and apply models that screen patients for referral to a specialist for a medical therapy
CN113360612A (zh) 一种基于问诊请求的ai诊断方法、装置、存储介质和设备
CN118711836B (zh) 基于贝叶斯网络的检查项目推荐方法、辅助决策系统
EP4089683A1 (en) Conversational decision support system for triggering health alarms based on wearable devices information
KR20240071256A (ko) 임상 의사 결정 지원 장치 및 방법

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20171109

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20171109

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20180831

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20180918

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20181113

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20181211

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20190109

R150 Certificate of patent or registration of utility model

Ref document number: 6466442

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250