CN115668393A - 诊断辅助程序、装置以及方法 - Google Patents

诊断辅助程序、装置以及方法 Download PDF

Info

Publication number
CN115668393A
CN115668393A CN202080101090.7A CN202080101090A CN115668393A CN 115668393 A CN115668393 A CN 115668393A CN 202080101090 A CN202080101090 A CN 202080101090A CN 115668393 A CN115668393 A CN 115668393A
Authority
CN
China
Prior art keywords
pattern
mentioned
weight
diagnostic
features
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.)
Pending
Application number
CN202080101090.7A
Other languages
English (en)
Chinese (zh)
Inventor
柳濑隆史
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.)
Fujitsu Ltd
Original Assignee
Fujitsu 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 Fujitsu Ltd filed Critical Fujitsu Ltd
Publication of CN115668393A publication Critical patent/CN115668393A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT 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
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • G16B25/10Gene or protein expression profiling; Expression-ratio estimation or normalisation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20Supervised data analysis
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B50/00ICT programming tools or database systems specially adapted for bioinformatics
    • G16B50/30Data warehousing; Computing architectures
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70ICT 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
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C12Q1/6883Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/158Expression markers

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Databases & Information Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Epidemiology (AREA)
  • Theoretical Computer Science (AREA)
  • Pathology (AREA)
  • Primary Health Care (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Biophysics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biotechnology (AREA)
  • Evolutionary Biology (AREA)
  • Bioethics (AREA)
  • Genetics & Genomics (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
CN202080101090.7A 2020-06-03 2020-06-03 诊断辅助程序、装置以及方法 Pending CN115668393A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/021994 WO2021245850A1 (ja) 2020-06-03 2020-06-03 診断支援プログラム、装置、及び方法

Publications (1)

Publication Number Publication Date
CN115668393A true CN115668393A (zh) 2023-01-31

Family

ID=78830699

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202080101090.7A Pending CN115668393A (zh) 2020-06-03 2020-06-03 诊断辅助程序、装置以及方法

Country Status (5)

Country Link
US (1) US20230057455A1 (https=)
EP (1) EP4163385A4 (https=)
JP (1) JP7444252B2 (https=)
CN (1) CN115668393A (https=)
WO (1) WO2021245850A1 (https=)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN121127835A (zh) * 2023-06-16 2025-12-12 西门子股份公司 异常诊断结果输出的方法、装置、计算机设备

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1423789A (zh) * 2000-02-14 2003-06-11 第一咨询公司 自动诊断系统和方法
CN1477581A (zh) * 2003-07-01 2004-02-25 �Ϻ���ͨ��ѧ 一种适用于计算机辅助医疗诊断的预测建模方法
CN104732241A (zh) * 2015-04-08 2015-06-24 苏州大学 一种多分类器构建方法和系统
CN107785074A (zh) * 2017-10-27 2018-03-09 上海利连信息科技有限公司 一种基于规则推理引擎的疾病辅助判别方法和系统

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2005321925A1 (en) * 2004-12-30 2006-07-06 Proventys, Inc. Methods, systems, and computer program products for developing and using predictive models for predicting a plurality of medical outcomes, for evaluating intervention strategies, and for simultaneously validating biomarker causality
CN110709936A (zh) * 2017-04-04 2020-01-17 肺癌蛋白质组学有限责任公司 用于早期肺癌预后的基于血浆的蛋白质概况分析
JP2020028278A (ja) 2018-08-24 2020-02-27 国立大学法人九州大学 被検体に生じるイベントを予測するための判別器の生成方法、及び前記判別器を用いた被検体の層別化方法

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1423789A (zh) * 2000-02-14 2003-06-11 第一咨询公司 自动诊断系统和方法
CN1477581A (zh) * 2003-07-01 2004-02-25 �Ϻ���ͨ��ѧ 一种适用于计算机辅助医疗诊断的预测建模方法
CN104732241A (zh) * 2015-04-08 2015-06-24 苏州大学 一种多分类器构建方法和系统
CN107785074A (zh) * 2017-10-27 2018-03-09 上海利连信息科技有限公司 一种基于规则推理引擎的疾病辅助判别方法和系统

Also Published As

Publication number Publication date
US20230057455A1 (en) 2023-02-23
JPWO2021245850A1 (https=) 2021-12-09
WO2021245850A1 (ja) 2021-12-09
EP4163385A1 (en) 2023-04-12
EP4163385A4 (en) 2023-08-02
JP7444252B2 (ja) 2024-03-06

Similar Documents

Publication Publication Date Title
EP4036931B1 (en) Training method for specializing artificial intelligence model in institution for deployment, and apparatus for training artificial intelligence model
US20230162049A1 (en) Artificial intelligence (ai) method for cleaning data for training ai models
KR102153920B1 (ko) 정제된 인공지능 강화학습 데이터 생성을 통한 의료영상 판독 시스템 및 그 방법
JP5142135B2 (ja) データを分類する技術
JP5581574B2 (ja) 画像処理装置及び画像処理プログラム
JP2005524131A (ja) クラシファイアの性能の見積りに関する方法および装置
RU2517286C2 (ru) Классификация данных выборок
JP2018045559A (ja) 情報処理装置、情報処理方法およびプログラム
TWI816078B (zh) 樣本分群探勘方法
US11132790B2 (en) Wafer map identification method and computer-readable recording medium
WO2023280229A1 (zh) 图像处理方法、电子设备及存储介质
US20210196428A1 (en) Artificial Intelligence (AI) based Decision-Making Model for Orthodontic Diagnosis and Treatment Planning
JP2016200435A (ja) マススペクトル解析システム,方法およびプログラム
CN112233070A (zh) 一种平扫ct图像的影像组学特征处理方法及装置
JP6941309B2 (ja) 遺伝子変異の評価装置、評価方法、プログラム、および記録媒体
CN118968147A (zh) 基于深度神经网络的三维医学影像分类方法及系统
JP3848749B2 (ja) 画像検索装置
CN115668393A (zh) 诊断辅助程序、装置以及方法
EP4047531A1 (en) Machine learning program, machine learning method, and machine learning device
CN108597615A (zh) 一种轻度认知障碍患者痴呆转化的筛选参考方法
JP2021043056A (ja) 分子マーカー探索方法、分子マーカー探索装置、及びプログラム
CN117133459A (zh) 一种基于机器学习的术后颅内感染预测方法及系统
US20240212864A1 (en) Temporal modeling of neurodegenerative diseases
US20260106019A1 (en) Method and apparatus for selecting medical data for annotation
EP4312224A1 (en) A patient-specific artificial neural network training system and method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination