WO1997029447A3 - Method for selecting medical and biochemical diagnostic tests using neural network-related applications - Google Patents
Method for selecting medical and biochemical diagnostic tests using neural network-related applications Download PDFInfo
- Publication number
- WO1997029447A3 WO1997029447A3 PCT/US1997/002104 US9702104W WO9729447A3 WO 1997029447 A3 WO1997029447 A3 WO 1997029447A3 US 9702104 W US9702104 W US 9702104W WO 9729447 A3 WO9729447 A3 WO 9729447A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- decision
- diagnostic tests
- support systems
- tests
- test
- Prior art date
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
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
-
- 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
- G16H10/20—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for electronic clinical trials or questionnaires
-
- 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
- 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
- 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
Landscapes
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Epidemiology (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Primary Health Care (AREA)
- Public Health (AREA)
- Medical Treatment And Welfare Office Work (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Investigating Or Analysing Biological Materials (AREA)
Abstract
Priority Applications (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP97915835A EP0879449A2 (en) | 1996-02-09 | 1997-02-07 | Method for selecting medical and biochemical diagnostic tests using neural network-related applications |
AU23162/97A AU2316297A (en) | 1996-02-09 | 1997-02-07 | Method for selecting medical and biochemical diagnostic tests using neural network-related applications |
JP52872997A JP3480940B2 (en) | 1996-02-09 | 1997-02-07 | How to select medical and biochemical diagnostic tests using neural network related applications |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US59927596A | 1996-02-09 | 1996-02-09 | |
US1144996P | 1996-02-09 | 1996-02-09 | |
US60/011,449 | 1996-02-09 | ||
US08/599,275 | 1996-02-09 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO1997029447A2 WO1997029447A2 (en) | 1997-08-14 |
WO1997029447A3 true WO1997029447A3 (en) | 1998-05-07 |
Family
ID=26682401
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US1997/002104 WO1997029447A2 (en) | 1996-02-09 | 1997-02-07 | Method for selecting medical and biochemical diagnostic tests using neural network-related applications |
Country Status (5)
Country | Link |
---|---|
EP (1) | EP0879449A2 (en) |
JP (6) | JP3480940B2 (en) |
AU (1) | AU2316297A (en) |
CA (1) | CA2244913A1 (en) |
WO (1) | WO1997029447A2 (en) |
Families Citing this family (40)
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US6678669B2 (en) | 1996-02-09 | 2004-01-13 | Adeza Biomedical Corporation | Method for selecting medical and biochemical diagnostic tests using neural network-related applications |
US6622036B1 (en) * | 2000-02-09 | 2003-09-16 | Cns Response | Method for classifying and treating physiologic brain imbalances using quantitative EEG |
US6546545B1 (en) | 1998-03-05 | 2003-04-08 | American Management Systems, Inc. | Versioning in a rules based decision management system |
US6601034B1 (en) | 1998-03-05 | 2003-07-29 | American Management Systems, Inc. | Decision management system which is cross-function, cross-industry and cross-platform |
US8364578B1 (en) | 1998-03-05 | 2013-01-29 | Cgi Technologies And Solutions Inc. | Simultaneous customer/account strategy execution in a decision management system |
US6609120B1 (en) | 1998-03-05 | 2003-08-19 | American Management Systems, Inc. | Decision management system which automatically searches for strategy components in a strategy |
EP1068568A4 (en) * | 1998-04-03 | 2004-10-27 | Triangle Pharmaceuticals Inc | Systems, methods and computer program products for guiding the selection of therapeutic treatment regimens |
EP1101182A1 (en) * | 1998-07-30 | 2001-05-23 | Arcturus Engineering, Inc. | Medical diagnostic and treatment information system and method |
US6708155B1 (en) | 1999-07-07 | 2004-03-16 | American Management Systems, Inc. | Decision management system with automated strategy optimization |
CA2415832C (en) * | 2000-06-08 | 2012-07-24 | Brendan Larder | Method and system for predicting therapeutic agent resistance and for defining the genetic basis of drug resistance using neural networks |
WO2001093762A2 (en) * | 2000-06-09 | 2001-12-13 | Medimage Aps | A fail-sure computer aided method for anticoagulant treatment |
WO2002021423A2 (en) * | 2000-09-06 | 2002-03-14 | Cellomics, Inc. | Method and system for obtaining knowledge based recommendations |
US6920439B1 (en) * | 2000-10-10 | 2005-07-19 | Hrl Laboratories, Llc | Method and apparatus for incorporating decision making into classifiers |
US6988088B1 (en) * | 2000-10-17 | 2006-01-17 | Recare, Inc. | Systems and methods for adaptive medical decision support |
US7315784B2 (en) | 2001-02-15 | 2008-01-01 | Siemens Aktiengesellschaft | Network for evaluating data obtained in a biochip measurement device |
US20020155587A1 (en) | 2001-04-20 | 2002-10-24 | Sequenom, Inc. | System and method for testing a biological sample |
US7840421B2 (en) | 2002-07-31 | 2010-11-23 | Otto Carl Gerntholtz | Infectious disease surveillance system |
US20040103001A1 (en) * | 2002-11-26 | 2004-05-27 | Mazar Scott Thomas | System and method for automatic diagnosis of patient health |
US7529394B2 (en) | 2003-06-27 | 2009-05-05 | Siemens Medical Solutions Usa, Inc. | CAD (computer-aided decision) support for medical imaging using machine learning to adapt CAD process with knowledge collected during routine use of CAD system |
RU2373842C2 (en) * | 2003-12-02 | 2009-11-27 | Шрага РОТТЕМ | Artificial intellect and device for diagnostics, screening, prevention and treatment of states of mother-fetus system |
US20090083768A1 (en) * | 2007-09-20 | 2009-03-26 | Hatalkar Atul N | Context platform framework for aggregation, analysis and use of contextual information |
KR101805078B1 (en) * | 2010-08-13 | 2018-01-10 | 레스퍼러토리 모션 인코포레이티드 | Devices and methods for respiratory variation monitoring by measurement of respiratory volumes, motion and variability |
EP3191975A4 (en) * | 2014-09-11 | 2018-04-18 | Berg LLC | Bayesian causal relationship network models for healthcare diagnosis and treatment based on patient data |
JP6481335B2 (en) * | 2014-11-06 | 2019-03-13 | 日本電気株式会社 | Information processing system, information processing apparatus, information processing method, and information processing program |
CN104866727A (en) * | 2015-06-02 | 2015-08-26 | 陈宽 | Deep learning-based method for analyzing medical data and intelligent analyzer thereof |
JP6280997B1 (en) * | 2016-10-31 | 2018-02-14 | 株式会社Preferred Networks | Disease onset determination device, disease onset determination method, disease feature extraction device, and disease feature extraction method |
JP2019101902A (en) * | 2017-12-06 | 2019-06-24 | 株式会社グルーヴノーツ | Data processing apparatus, data processing method, and data processing program |
JP2021519479A (en) * | 2018-03-19 | 2021-08-10 | アンブリー ジェネティクス コーポレーションAmbry Genetics Corporation | Artificial intelligence and machine learning platforms for identifying genetic and genomic tests |
KR102043376B1 (en) * | 2018-08-16 | 2019-11-11 | 한국과학기술연구원 | Method for real time analyzing stress using deep neural network algorithm |
KR20210040166A (en) | 2018-08-29 | 2021-04-12 | 모비디어스 리미티드 | Computer vision system |
KR102166441B1 (en) * | 2018-10-02 | 2020-10-16 | 재단법인대구경북과학기술원 | Lesions detecting apparatus and controlling method thereof |
WO2020158717A1 (en) | 2019-01-31 | 2020-08-06 | 富士フイルム株式会社 | Learned model, learning method, and program, and medical information acquisition device, method, and program |
JPWO2020189235A1 (en) * | 2019-03-20 | 2020-09-24 | ||
CN110164549A (en) * | 2019-05-20 | 2019-08-23 | 南通奕霖智慧医学科技有限公司 | A kind of paediatrics based on neural network classifier point examines method and system |
KR102187344B1 (en) * | 2019-09-03 | 2020-12-04 | 메디사피엔스 주식회사 | Method and apparatus for diagnosis in clinical inspection of pets using decision tree |
WO2021061401A1 (en) * | 2019-09-27 | 2021-04-01 | D5Ai Llc | Selective training of deep learning modules |
EP4307311A1 (en) * | 2021-03-11 | 2024-01-17 | Sony Group Corporation | Information processing system and information processing method |
KR20230027810A (en) * | 2021-08-20 | 2023-02-28 | 가톨릭대학교 산학협력단 | Apparatus, method and recording medium for prognostic prediction |
US20230169168A1 (en) * | 2021-11-29 | 2023-06-01 | Microsoft Technology Licensing, Llc. | Detect anomalous container deployment at a container orchestration service |
CN115116594B (en) * | 2022-06-06 | 2024-05-31 | 中国科学院自动化研究所 | Method and device for detecting effectiveness of medical device |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
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WO1994025933A1 (en) * | 1993-04-30 | 1994-11-10 | Pavilion Technologies, Inc. | Method and apparatus for determining the sensitivity of inputs to a neural network on output parameters |
US5463548A (en) * | 1990-08-28 | 1995-10-31 | Arch Development Corporation | Method and system for differential diagnosis based on clinical and radiological information using artificial neural networks |
Family Cites Families (3)
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JP3081043B2 (en) * | 1991-12-27 | 2000-08-28 | シスメックス株式会社 | Diagnosis method of cerebral infarction |
JPH05277119A (en) * | 1992-03-31 | 1993-10-26 | Nuclear Fuel Ind Ltd | Cancer diagnostic device |
JP3226400B2 (en) * | 1993-12-06 | 2001-11-05 | 富士通株式会社 | Diagnostic device |
-
1997
- 1997-02-07 JP JP52872997A patent/JP3480940B2/en not_active Expired - Fee Related
- 1997-02-07 WO PCT/US1997/002104 patent/WO1997029447A2/en not_active Application Discontinuation
- 1997-02-07 CA CA002244913A patent/CA2244913A1/en not_active Abandoned
- 1997-02-07 EP EP97915835A patent/EP0879449A2/en not_active Withdrawn
- 1997-02-07 AU AU23162/97A patent/AU2316297A/en not_active Abandoned
-
2003
- 2003-05-19 JP JP2003141050A patent/JP3782792B2/en not_active Expired - Lifetime
-
2005
- 2005-05-02 JP JP2005134396A patent/JP4139822B2/en not_active Expired - Fee Related
- 2005-12-12 JP JP2005357564A patent/JP4168187B2/en not_active Expired - Fee Related
-
2007
- 2007-09-11 JP JP2007235531A patent/JP2008065836A/en active Pending
-
2008
- 2008-01-07 JP JP2008000723A patent/JP2008136874A/en active Pending
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5463548A (en) * | 1990-08-28 | 1995-10-31 | Arch Development Corporation | Method and system for differential diagnosis based on clinical and radiological information using artificial neural networks |
WO1994025933A1 (en) * | 1993-04-30 | 1994-11-10 | Pavilion Technologies, Inc. | Method and apparatus for determining the sensitivity of inputs to a neural network on output parameters |
Non-Patent Citations (5)
Title |
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BAXT ET AL: "bootstrapping confidence intervals for clinical input variable effects in a network trained to identify the presence of acute myocardial infarction", NEURAL COMPUTATION, vol. 7, 1995, 624-638, XP000675029 * |
BENEDIKTSSON ET AL: "parallel consensual neural networks with optimally weighted output", PROCEEDINGS OF WORLD CONGRESS ON NEURAL NETWORKS, vol. 3, 5 June 1994 (1994-06-05), SAN DIEGO CA US, pages 129 - 137, XP002052712 * |
KIM ET AL: "ensemble competitive learning neural networks with reduced input dimension", INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, vol. 6, no. 2, June 1995 (1995-06-01), SINGAPORE, pages 133 - 142, XP002052713 * |
MONETA C ET AL: "AUTOMATED DIAGNOSIS AND DISEASE CHARACTERIZATION USING NEURAL NETWORK ANALYSIS", 18 October 1992, EMERGENT INNOVATIONS ON INFORMATION TRANSFER PROCESSING AND DECISIO MAKING, CHICAGO, OCT. 18 - 21, 1992, VOL. 1 OF 2, PAGE(S) 123 - 128, INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, XP000366477 * |
NEJAD ET AL: "significance measures and data dependency in classification methods", 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, AUSTRALIA, pages 1816 - 1822, XP002037553 * |
Also Published As
Publication number | Publication date |
---|---|
CA2244913A1 (en) | 1997-08-14 |
AU2316297A (en) | 1997-08-28 |
JP2008065836A (en) | 2008-03-21 |
JP2006172461A (en) | 2006-06-29 |
EP0879449A2 (en) | 1998-11-25 |
WO1997029447A2 (en) | 1997-08-14 |
JP2005319301A (en) | 2005-11-17 |
JP3480940B2 (en) | 2003-12-22 |
JP3782792B2 (en) | 2006-06-07 |
JP4168187B2 (en) | 2008-10-22 |
JP2008136874A (en) | 2008-06-19 |
JP2000501869A (en) | 2000-02-15 |
JP2004041713A (en) | 2004-02-12 |
JP4139822B2 (en) | 2008-08-27 |
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