EP3497603A4 - Method and means of cad system personalization to provide a confidence level indicator for cad system recommendations - Google Patents

Method and means of cad system personalization to provide a confidence level indicator for cad system recommendations Download PDF

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Publication number
EP3497603A4
EP3497603A4 EP17840359.8A EP17840359A EP3497603A4 EP 3497603 A4 EP3497603 A4 EP 3497603A4 EP 17840359 A EP17840359 A EP 17840359A EP 3497603 A4 EP3497603 A4 EP 3497603A4
Authority
EP
European Patent Office
Prior art keywords
cad system
confidence level
level indicator
personalization
recommendations
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
EP17840359.8A
Other languages
German (de)
French (fr)
Other versions
EP3497603A1 (en
Inventor
Christine I. Podilchuk
Ajit JAIRAJ
Lev BARINOV
William HULBERT
Richard Mammone
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.)
Koios Medical Inc
Original Assignee
Koios Medical Inc
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
Priority claimed from US15/235,050 external-priority patent/US9536054B1/en
Application filed by Koios Medical Inc filed Critical Koios Medical Inc
Publication of EP3497603A1 publication Critical patent/EP3497603A1/en
Publication of EP3497603A4 publication Critical patent/EP3497603A4/en
Pending 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
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/987—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns with the intervention of an operator
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images
    • 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

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Public Health (AREA)
  • Quality & Reliability (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Primary Health Care (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Probability & Statistics with Applications (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Image Analysis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
EP17840359.8A 2016-08-11 2017-08-11 Method and means of cad system personalization to provide a confidence level indicator for cad system recommendations Pending EP3497603A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/235,050 US9536054B1 (en) 2016-01-07 2016-08-11 Method and means of CAD system personalization to provide a confidence level indicator for CAD system recommendations
PCT/US2017/046565 WO2018031919A1 (en) 2016-08-11 2017-08-11 Method and means of cad system personalization to provide a confidence level indicator for cad system recommendations

Publications (2)

Publication Number Publication Date
EP3497603A1 EP3497603A1 (en) 2019-06-19
EP3497603A4 true EP3497603A4 (en) 2020-04-08

Family

ID=61162555

Family Applications (1)

Application Number Title Priority Date Filing Date
EP17840359.8A Pending EP3497603A4 (en) 2016-08-11 2017-08-11 Method and means of cad system personalization to provide a confidence level indicator for cad system recommendations

Country Status (6)

Country Link
EP (1) EP3497603A4 (en)
JP (1) JP7021215B2 (en)
CN (1) CN109791804B (en)
AU (1) AU2017308120B2 (en)
CA (1) CA3033441A1 (en)
WO (1) WO2018031919A1 (en)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3583602A4 (en) 2017-02-18 2020-12-09 MModal IP LLC Computer-automated scribe tools
CA3092922A1 (en) * 2018-03-02 2019-09-06 3M Innovative Properties Company Automated diagnostic support system for clinical documentation workflows
JP6832880B2 (en) 2018-03-02 2021-02-24 富士フイルム株式会社 Learning data creation support device, learning data creation support method, and learning data creation support program
EP3806746B1 (en) * 2018-06-14 2022-03-02 Kheiron Medical Technologies Ltd Second reader suggestion
US20200113505A1 (en) * 2018-10-11 2020-04-16 Seno Medical Instruments, Inc. Optoacoustic image analysis method and system for automatically estimating lesion traits
KR102289277B1 (en) 2018-12-21 2021-08-13 주식회사 인피니트헬스케어 Medical image diagnosis assistance apparatus and method generating evaluation score about a plurality of medical image diagnosis algorithm
US11232611B2 (en) * 2019-10-10 2022-01-25 GE Precision Healthcare LLC System and methods for reducing anomalies in ultrasound images
KR102360615B1 (en) 2019-11-05 2022-02-09 주식회사 인피니트헬스케어 Medical image diagnosis assistance apparatus and method using a plurality of medical image diagnosis algorithm for endoscope images
JP7443929B2 (en) * 2020-05-25 2024-03-06 コニカミノルタ株式会社 Medical diagnosis support device, medical diagnosis support program, and medical diagnosis support method
US20220058794A1 (en) * 2020-08-19 2022-02-24 International Business Machines Corporation Performing diagnostic assessments

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100121178A1 (en) * 2003-06-25 2010-05-13 Sriram Krishnan Systems and Methods for Automated Diagnosis and Decision Support for Breast Imaging

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JP2852866B2 (en) * 1994-03-30 1999-02-03 株式会社学習情報通信システム研究所 Computer-aided image diagnosis learning support method
US20030083903A1 (en) * 2001-10-30 2003-05-01 Myers Gene E. Method and apparatus for contemporaneous billing and documenting with rendered services
US7693315B2 (en) * 2003-06-25 2010-04-06 Siemens Medical Solutions Usa, Inc. Systems and methods for providing automated regional myocardial assessment for cardiac imaging
US20060210133A1 (en) * 2005-03-03 2006-09-21 Sriram Krishnan Performance adjustments in medical decision support systems
US20090238422A1 (en) * 2008-05-13 2009-09-24 Three Palm Software Communicative cad system for assisting breast imaging diagnosis
JP5186858B2 (en) * 2007-09-27 2013-04-24 富士フイルム株式会社 Medical information processing system, medical information processing method, and program
JP5875285B2 (en) * 2011-08-16 2016-03-02 キヤノン株式会社 Medical diagnosis support apparatus, information processing method, and program
WO2014036538A2 (en) * 2012-08-31 2014-03-06 Rutgers, The State University Of New Jersey Systems and methods for noise reduction and signal enhancement of coherent imaging systems
KR20140055152A (en) * 2012-10-30 2014-05-09 삼성전자주식회사 Apparatus and method for aiding lesion diagnosis
JP2015116319A (en) * 2013-12-18 2015-06-25 パナソニックＩｐマネジメント株式会社 Diagnosis support device, diagnosis support method, and diagnosis support program
CN104143101A (en) * 2014-07-01 2014-11-12 华南理工大学 Method for automatically identifying breast tumor area based on ultrasound image
US9760990B2 (en) * 2014-12-14 2017-09-12 International Business Machines Corporation Cloud-based infrastructure for feedback-driven training and image recognition

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100121178A1 (en) * 2003-06-25 2010-05-13 Sriram Krishnan Systems and Methods for Automated Diagnosis and Decision Support for Breast Imaging

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
MAZUROWSKI MACIEJ ET AL: "Individualized computer-aided education in mammography based on user modeling: Concept and preliminary experiments", MEDICAL PHYSICS, AIP, MELVILLE, NY, US, vol. 37, no. 3, 18 February 2010 (2010-02-18), pages 1152 - 1160, XP012135634, ISSN: 0094-2405, DOI: 10.1118/1.3301575 *
See also references of WO2018031919A1 *

Also Published As

Publication number Publication date
WO2018031919A1 (en) 2018-02-15
CN109791804B (en) 2024-03-01
CN109791804A (en) 2019-05-21
JP7021215B2 (en) 2022-02-16
EP3497603A1 (en) 2019-06-19
AU2017308120B2 (en) 2023-08-03
AU2017308120A1 (en) 2019-03-07
CA3033441A1 (en) 2018-02-15
JP2019526869A (en) 2019-09-19

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