EP3497603A4 - Verfahren und mittel zur personalisierung eines cad-systems zur bereitstellung eines konfidenzniveau-indikators für cad-systemempfehlungen - Google Patents

Verfahren und mittel zur personalisierung eines cad-systems zur bereitstellung eines konfidenzniveau-indikators für cad-systemempfehlungen 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
personalizing
providing
confidence level
level indicator
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
English (en)
French (fr)
Other versions
EP3497603A1 (de
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/de
Publication of EP3497603A4 publication Critical patent/EP3497603A4/de
Pending legal-status Critical Current

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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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; 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)
  • Artificial Intelligence (AREA)
  • Public Health (AREA)
  • Quality & Reliability (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Radiology & Medical Imaging (AREA)
  • General Engineering & Computer Science (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Primary Health Care (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (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 Verfahren und mittel zur personalisierung eines cad-systems zur bereitstellung eines konfidenzniveau-indikators für cad-systemempfehlungen Pending EP3497603A4 (de)

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 (de) 2019-06-19
EP3497603A4 true EP3497603A4 (de) 2020-04-08

Family

ID=61162555

Family Applications (1)

Application Number Title Priority Date Filing Date
EP17840359.8A Pending EP3497603A4 (de) 2016-08-11 2017-08-11 Verfahren und mittel zur personalisierung eines cad-systems zur bereitstellung eines konfidenzniveau-indikators für cad-systemempfehlungen

Country Status (6)

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

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CA3051013A1 (en) 2017-02-18 2018-08-23 Mmodal Ip Llc Computer-automated scribe tools
JP6832880B2 (ja) * 2018-03-02 2021-02-24 富士フイルム株式会社 学習用データ作成支援装置、学習用データ作成支援方法、および学習用データ作成支援プログラム
US20190272921A1 (en) * 2018-03-02 2019-09-05 Mmodal Ip Llc Automated Diagnostic Support System for Clinical Documentation Workflows
SI3806744T1 (sl) * 2018-06-14 2022-07-29 Kheiron Medical Technologies Ltd Takojšnja ocena
US12178549B2 (en) 2018-10-11 2024-12-31 Seno Medical Instruments, Inc. Optoacoustic image analysis method and system for automatically estimating lesion traits
KR102289277B1 (ko) 2018-12-21 2021-08-13 주식회사 인피니트헬스케어 복수의 의료 영상 판독 알고리듬들에 대한 평가 스코어를 생성하는 의료 영상 판독 지원 장치 및 방법
US11232611B2 (en) * 2019-10-10 2022-01-25 GE Precision Healthcare LLC System and methods for reducing anomalies in ultrasound images
KR102360615B1 (ko) 2019-11-05 2022-02-09 주식회사 인피니트헬스케어 내시경 영상에 대한 복수의 의료 영상 판독 알고리듬들을 이용하는 의료 영상 판독 지원 장치 및 방법
US12207969B2 (en) * 2019-11-21 2025-01-28 Koninklijke Philips N.V. Systems and methods for obtaining medical ultrasound images
CN112842394B (zh) * 2019-11-27 2026-01-23 深圳迈瑞生物医疗电子股份有限公司 一种超声成像系统及超声成像方法、存储介质
JP7443929B2 (ja) * 2020-05-25 2024-03-06 コニカミノルタ株式会社 医療診断支援装置、医療診断支援プログラム、および医療診断支援方法
US20220058794A1 (en) * 2020-08-19 2022-02-24 International Business Machines Corporation Performing diagnostic assessments
JP2024507820A (ja) * 2021-02-17 2024-02-21 コイオス メディカル，インコーポレイテッド 画像解析を用いて診断評価を行うシステム、装置、及び方法関連出願との相互参照

Citations (1)

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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 (ja) * 1994-03-30 1999-02-03 株式会社学習情報通信システム研究所 コンピュータによる画像診断学習支援方法
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 (ja) * 2007-09-27 2013-04-24 富士フイルム株式会社 医用情報処理システム、医用情報処理方法、及びプログラム
JP5875285B2 (ja) 2011-08-16 2016-03-02 キヤノン株式会社 医療診断支援装置、情報処理方法及びプログラム
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JP2015116319A (ja) 2013-12-18 2015-06-25 パナソニックＩｐマネジメント株式会社 診断支援装置、診断支援方法、および診断支援プログラム
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Patent Citations (1)

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

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Inventor name: MAMMONE, RICHARD

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