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AU7749100A - Local diagnostic and remote learning neural networks for medical diagnosis - Google Patents

Local diagnostic and remote learning neural networks for medical diagnosis

Info

Publication number
AU7749100A
AU7749100A AU77491/00A AU7749100A AU7749100A AU 7749100 A AU7749100 A AU 7749100A AU 77491/00 A AU77491/00 A AU 77491/00A AU 7749100 A AU7749100 A AU 7749100A AU 7749100 A AU7749100 A AU 7749100A
Authority
AU
Australia
Prior art keywords
neural networks
medical diagnosis
learning neural
remote learning
local diagnostic
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.)
Abandoned
Application number
AU77491/00A
Inventor
Won Young Choi
Stephen A. Tuchman
James K. Walker
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.)
University of Florida
Original Assignee
University of Florida
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 University of Florida filed Critical University of Florida
Publication of AU7749100A publication Critical patent/AU7749100A/en
Abandoned legal-status Critical Current

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
    • G06—COMPUTING; CALCULATING OR 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
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • 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
    • 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
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Computation (AREA)
  • Biophysics (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Business, Economics & Management (AREA)
  • General Business, Economics & Management (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
AU77491/00A 1999-10-04 2000-10-03 Local diagnostic and remote learning neural networks for medical diagnosis Abandoned AU7749100A (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US41150299A 1999-10-04 1999-10-04
US09411502 1999-10-04
PCT/US2000/027220 WO2001026026A2 (en) 1999-10-04 2000-10-03 Local diagnostic and remote learning neural networks for medical diagnosis

Publications (1)

Publication Number Publication Date
AU7749100A true AU7749100A (en) 2001-05-10

Family

ID=23629200

Family Applications (1)

Application Number Title Priority Date Filing Date
AU77491/00A Abandoned AU7749100A (en) 1999-10-04 2000-10-03 Local diagnostic and remote learning neural networks for medical diagnosis

Country Status (2)

Country Link
AU (1) AU7749100A (en)
WO (1) WO2001026026A2 (en)

Families Citing this family (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7024370B2 (en) * 2002-03-26 2006-04-04 P) Cis, Inc. Methods and apparatus for early detection of health-related events in a population
EP1378853A1 (en) * 2002-07-04 2004-01-07 GE Medical Systems Global Technology Company LLC Digital medical assistance system
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
US7912528B2 (en) 2003-06-25 2011-03-22 Siemens Medical Solutions Usa, Inc. Systems and methods for automated diagnosis and decision support for heart related diseases and conditions
US10410308B2 (en) 2006-04-14 2019-09-10 Fuzzmed, Inc. System, method, and device for personal medical care, intelligent analysis, and diagnosis
RU2449281C1 (en) * 2011-04-01 2012-04-27 Маргарита Александровна Сидорова Method of diagnosing pathologies of hemostasis system by means of neural network
CN105894087A (en) * 2015-01-26 2016-08-24 华为技术有限公司 System and method for training parameter set in neural network
CN109952581A (en) 2016-09-28 2019-06-28 D5A1有限责任公司 Study for machine learning system is trained
US10242443B2 (en) * 2016-11-23 2019-03-26 General Electric Company Deep learning medical systems and methods for medical procedures
WO2018175098A1 (en) 2017-03-24 2018-09-27 D5Ai Llc Learning coach for machine learning system
CN107730484A (en) * 2017-07-26 2018-02-23 江西中科九峰智慧医疗科技有限公司 A kind of abnormal rabat intelligent identification Method and system based on deep learning
CN108596198A (en) * 2017-07-26 2018-09-28 江西中科九峰智慧医疗科技有限公司 A kind of recognition methods of pneumothorax x-ray image and system based on deep learning
CN107729911A (en) * 2017-07-26 2018-02-23 江西中科九峰智慧医疗科技有限公司 A kind of pulmonary tuberculosis intelligent identification Method and system based on DR
CN108596868A (en) * 2017-07-26 2018-09-28 江西中科九峰智慧医疗科技有限公司 Lung neoplasm recognition methods and system in a kind of chest DR based on deep learning
US11321612B2 (en) 2018-01-30 2022-05-03 D5Ai Llc Self-organizing partially ordered networks and soft-tying learned parameters, such as connection weights
CN108846840B (en) * 2018-06-26 2021-11-09 张茂 Lung ultrasonic image analysis method and device, electronic equipment and readable storage medium
US11621081B1 (en) * 2018-11-13 2023-04-04 Iqvia Inc. System for predicting patient health conditions
US10803987B2 (en) * 2018-11-16 2020-10-13 Elekta, Inc. Real-time motion monitoring using deep neural network
US11361434B2 (en) 2019-01-25 2022-06-14 Otonexus Medical Technologies, Inc. Machine learning for otitis media diagnosis
KR102391817B1 (en) * 2019-02-18 2022-04-29 주식회사 아이도트 Deep learning system
US10593431B1 (en) 2019-06-03 2020-03-17 Kpn Innovations, Llc Methods and systems for causative chaining of prognostic label classifications
US11468363B2 (en) 2019-07-03 2022-10-11 Kpn Innovations, Llc. Methods and systems for classification to prognostic labels using expert inputs
US12014823B2 (en) * 2019-08-30 2024-06-18 GE Precision Healthcare LLC Methods and systems for computer-aided diagnosis with deep learning models
EP4416649A1 (en) * 2021-11-03 2024-08-21 LiveRamp, Inc. Differentially private split vertical learning

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4912647A (en) * 1988-12-14 1990-03-27 Gte Laboratories Incorporated Neural network training tool
JP3231810B2 (en) * 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 Differential diagnosis support method using neural network
US6027217A (en) * 1996-07-31 2000-02-22 Virtual-Eye.Com, Inc. Automated visual function testing via telemedicine
US5839438A (en) * 1996-09-10 1998-11-24 Neuralmed, Inc. Computer-based neural network system and method for medical diagnosis and interpretation

Also Published As

Publication number Publication date
WO2001026026A3 (en) 2002-05-16
WO2001026026A2 (en) 2001-04-12

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Legal Events

Date Code Title Description
MK6 Application lapsed section 142(2)(f)/reg. 8.3(3) - pct applic. not entering national phase