JP7444252B2 - 診断支援プログラム、装置、及び方法 - Google Patents
診断支援プログラム、装置、及び方法 Download PDFInfo
- Publication number
- JP7444252B2 JP7444252B2 JP2022529227A JP2022529227A JP7444252B2 JP 7444252 B2 JP7444252 B2 JP 7444252B2 JP 2022529227 A JP2022529227 A JP 2022529227A JP 2022529227 A JP2022529227 A JP 2022529227A JP 7444252 B2 JP7444252 B2 JP 7444252B2
- Authority
- JP
- Japan
- Prior art keywords
- pattern
- weight
- features
- gene
- rule
- 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
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
- 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
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B25/00—ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
- G16B25/10—Gene or protein expression profiling; Expression-ratio estimation or normalisation
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
- G16B40/20—Supervised data analysis
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B50/00—ICT programming tools or database systems specially adapted for bioinformatics
- G16B50/30—Data warehousing; Computing architectures
-
- 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
- G16H50/30—ICT 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
-
- 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
- G16H50/70—ICT 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
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING 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
- C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
- C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
- C12Q1/6876—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
- C12Q1/6883—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
-
- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12Q—MEASURING 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
- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/158—Expression 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)
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 (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2021245850A1 JPWO2021245850A1 (https=) | 2021-12-09 |
| JPWO2021245850A5 JPWO2021245850A5 (https=) | 2022-12-16 |
| JP7444252B2 true JP7444252B2 (ja) | 2024-03-06 |
Family
ID=78830699
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022529227A Active JP7444252B2 (ja) | 2020-06-03 | 2020-06-03 | 診断支援プログラム、装置、及び方法 |
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)
| 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 (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020068857A1 (en) * | 2000-02-14 | 2002-06-06 | Iliff Edwin C. | Automated diagnostic system and method including reuse of diagnostic objects |
| CN1234092C (zh) * | 2003-07-01 | 2005-12-28 | 南京大学 | 一种适用于计算机辅助医疗诊断的预测建模方法 |
| 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 |
| 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 |
| 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 |
| 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 |
-
2020
- 2020-06-03 JP JP2022529227A patent/JP7444252B2/ja active Active
- 2020-06-03 EP EP20938632.5A patent/EP4163385A4/en active Pending
- 2020-06-03 WO PCT/JP2020/021994 patent/WO2021245850A1/ja not_active Ceased
- 2020-06-03 CN CN202080101090.7A patent/CN115668393A/zh active Pending
-
2022
- 2022-11-03 US US17/980,126 patent/US20230057455A1/en active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
Also Published As
| Publication number | Publication date |
|---|---|
| US20230057455A1 (en) | 2023-02-23 |
| JPWO2021245850A1 (https=) | 2021-12-09 |
| CN115668393A (zh) | 2023-01-31 |
| WO2021245850A1 (ja) | 2021-12-09 |
| EP4163385A1 (en) | 2023-04-12 |
| EP4163385A4 (en) | 2023-08-02 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| RU2517286C2 (ru) | Классификация данных выборок | |
| 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 | |
| JP6750055B2 (ja) | 顔画像からの定性的特徴を評価するコンピュータ実行ツールを構築する方法 | |
| JP2018045559A (ja) | 情報処理装置、情報処理方法およびプログラム | |
| EP3859666A1 (en) | Classification device, classification method, program, and information recording medium | |
| KR102351306B1 (ko) | 질환 연관 유전자 변이 분석을 통한 질환별 위험 유전자 변이 정보 생성 장치 및 그 방법 | |
| US11132790B2 (en) | Wafer map identification method and computer-readable recording medium | |
| KR102389479B1 (ko) | 시간 변동 공변량 기반의 prs 모델을 이용한 질환별 위험 유전자 변이 정보 생성 장치 및 그 방법 | |
| TWI816078B (zh) | 樣本分群探勘方法 | |
| CN113796877A (zh) | 脑卒中预测值获取方法、装置及存储介质 | |
| CN110308713A (zh) | 一种基于k近邻重构的工业过程故障变量识别方法 | |
| 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 | |
| JP7444252B2 (ja) | 診断支援プログラム、装置、及び方法 | |
| KR20200113397A (ko) | 데이터 불균형 해결을 위한 언더샘플링 기반 앙상블 방법 | |
| JP7521609B2 (ja) | 情報処理装置、特徴量選択方法、教師データ生成方法、推定モデル生成方法、ストレス度の推定方法、およびプログラム | |
| JP2022072149A (ja) | 機械学習プログラム、装置、及び方法 | |
| KR102187344B1 (ko) | 결정 트리를 이용한 반려동물 진단 방법 및 장치 | |
| 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 | |
| CN108304854A (zh) | 一种基于随机森林的异常数据处理方法 | |
| CN111796173A (zh) | 局部放电模式识别方法、计算机设备和存储介质 | |
| CN118053057A (zh) | 一种指纹识别算法评测方法及系统 | |
| EP4042341A1 (en) | Temporal modeling of neurodegenerative diseases | |
| CN119201760B (zh) | 基于内存谱的失效根因隔离方法及装置 | |
| CN119788319B (zh) | 一种网络入侵检测方法、装置、设备、介质及产品 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20220929 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20220929 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20231003 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20231124 |
|
| 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: 20240123 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20240205 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7444252 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |