DK3806746T3 - Anden læser forslag - Google Patents

Anden læser forslag Download PDF

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Publication number
DK3806746T3
DK3806746T3 DK19744779.0T DK19744779T DK3806746T3 DK 3806746 T3 DK3806746 T3 DK 3806746T3 DK 19744779 T DK19744779 T DK 19744779T DK 3806746 T3 DK3806746 T3 DK 3806746T3
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DK
Denmark
Prior art keywords
suggestions
reading
reading suggestions
Prior art date
Application number
DK19744779.0T
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English (en)
Inventor
Peter Kecskemethy
Tobias Rijken
Edith Karpati
Michael O'neill
Andreas Heindl
Joseph Elliot Yearsley
Dimitrios Korkinof
Galvin Khara
Original Assignee
Kheiron Medical Tech Ltd
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 GB1809796.4A external-priority patent/GB2574659A/en
Priority claimed from GB1819329.2A external-priority patent/GB2579244A/en
Application filed by Kheiron Medical Tech Ltd filed Critical Kheiron Medical Tech Ltd
Application granted granted Critical
Publication of DK3806746T3 publication Critical patent/DK3806746T3/da

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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/50—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications
    • A61B6/502—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications for diagnosis of breast, i.e. mammography
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
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    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
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    • A61B5/7235—Details of waveform analysis
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    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
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    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
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    • A61B6/5235—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data combining image data of a patient, e.g. combining a functional image with an anatomical image combining images from the same or different ionising radiation imaging techniques, e.g. PET and CT
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    • 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
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    • 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
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    • A—HUMAN NECESSITIES
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    • A61B8/5215—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data
    • A61B8/5223—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for extracting a diagnostic or physiological parameter from medical diagnostic data
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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • General Physics & Mathematics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Pathology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Artificial Intelligence (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Optics & Photonics (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Physiology (AREA)
  • Quality & Reliability (AREA)
  • Mathematical Physics (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Dentistry (AREA)
  • Probability & Statistics with Applications (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
DK19744779.0T 2018-06-14 2019-06-14 Anden læser forslag DK3806746T3 (da)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
GB1809796.4A GB2574659A (en) 2018-06-14 2018-06-14 Immediate workup
GB1819329.2A GB2579244A (en) 2018-11-27 2018-11-27 Second reader
GB201900212 2019-01-07
PCT/GB2019/051668 WO2019239155A1 (en) 2018-06-14 2019-06-14 Second reader suggestion

Publications (1)

Publication Number Publication Date
DK3806746T3 true DK3806746T3 (da) 2022-05-23

Family

ID=67439247

Family Applications (3)

Application Number Title Priority Date Filing Date
DK19744778.2T DK3806745T3 (da) 2018-06-14 2019-06-14 Anden læser
DK19744779.0T DK3806746T3 (da) 2018-06-14 2019-06-14 Anden læser forslag
DK19744777.4T DK3806744T3 (da) 2018-06-14 2019-06-14 Øjeblikkelig undersøgelse

Family Applications Before (1)

Application Number Title Priority Date Filing Date
DK19744778.2T DK3806745T3 (da) 2018-06-14 2019-06-14 Anden læser

Family Applications After (1)

Application Number Title Priority Date Filing Date
DK19744777.4T DK3806744T3 (da) 2018-06-14 2019-06-14 Øjeblikkelig undersøgelse

Country Status (10)

Country Link
US (3) US11455723B2 (da)
EP (3) EP3806745B1 (da)
JP (3) JP2021527473A (da)
AU (3) AU2019285393B2 (da)
CA (3) CA3102174C (da)
DK (3) DK3806745T3 (da)
ES (3) ES2914387T3 (da)
HU (2) HUE058687T2 (da)
SI (3) SI3806744T1 (da)
WO (3) WO2019239155A1 (da)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB201705911D0 (en) 2017-04-12 2017-05-24 Kheiron Medical Tech Ltd Abstracts
ES2914387T3 (es) 2018-06-14 2022-06-10 Kheiron Medical Tech Ltd Estudio inmediato
WO2020048620A1 (en) * 2018-09-07 2020-03-12 Toyota Motor Europe Method and system for processing an image by determining rotation hypotheses
CN110459319B (zh) * 2019-05-16 2021-05-25 腾讯科技（深圳）有限公司 基于人工智能的乳腺钼靶图像的辅助诊断系统
US20200395123A1 (en) * 2019-06-16 2020-12-17 International Business Machines Corporation Systems and methods for predicting likelihood of malignancy in a target tissue
JP7415787B2 (ja) 2020-05-15 2024-01-17 コニカミノルタ株式会社 医用画像システム
WO2022112731A1 (en) * 2020-11-26 2022-06-02 Kheiron Medical Technologies Ltd Decision for double reader
EP4033497A1 (en) 2021-01-25 2022-07-27 Aigea Medical S.r.l. Training procedure and system for artificial intelligence intended for the analysis of mammographic data for the identification or exclusion of the presence of breast cancer
WO2023069524A1 (en) * 2021-10-19 2023-04-27 PaxeraHealth Corp High-definition labeling system for medical imaging ai algorithms
US20230352172A1 (en) * 2022-04-27 2023-11-02 MX Healthcare GmbH System and method for identifying breast cancer

Family Cites Families (73)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH06251038A (ja) * 1993-03-01 1994-09-09 Toshiba Corp 医用診断支援システム
US6075879A (en) 1993-09-29 2000-06-13 R2 Technology, Inc. Method and system for computer-aided lesion detection using information from multiple images
WO1996002897A2 (en) 1994-07-14 1996-02-01 Philips Electronics N.V. Mass detection in digital x-ray images using multiple threshold levels to discriminate spots
EP0850405A2 (en) 1995-09-19 1998-07-01 Morphometrix Technologies Inc. A neural network assisted multi-spectral segmentation system
US6058322A (en) * 1997-07-25 2000-05-02 Arch Development Corporation Methods for improving the accuracy in differential diagnosis on radiologic examinations
US5999639A (en) * 1997-09-04 1999-12-07 Qualia Computing, Inc. Method and system for automated detection of clustered microcalcifications from digital mammograms
US6901156B2 (en) * 2000-02-04 2005-05-31 Arch Development Corporation Method, system and computer readable medium for an intelligent search workstation for computer assisted interpretation of medical images
US6574304B1 (en) * 2002-09-13 2003-06-03 Ge Medical Systems Global Technology Company, Llc Computer aided acquisition of medical images
EP1554682A1 (en) 2002-09-24 2005-07-20 Eastman Kodak Company Method and system for computer aided detection (cad) cued reading of medical images
US7203350B2 (en) * 2002-10-31 2007-04-10 Siemens Computer Aided Diagnosis Ltd. Display for computer-aided diagnosis of mammograms
US7418119B2 (en) * 2002-10-31 2008-08-26 Siemens Computer Aided Diagnosis Ltd. Display for computer-aided evaluation of medical images and for establishing clinical recommendation therefrom
US7490085B2 (en) 2002-12-18 2009-02-10 Ge Medical Systems Global Technology Company, Llc Computer-assisted data processing system and method incorporating automated learning
US20040228509A1 (en) 2003-05-15 2004-11-18 Beth Israel Deaconess Medical Center, Inc. Automatic spacial identification of tissue implanted linear sources using medical imaging
US7640051B2 (en) * 2003-06-25 2009-12-29 Siemens Medical Solutions Usa, Inc. Systems and methods for automated diagnosis and decision support for breast imaging
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
US20050113651A1 (en) 2003-11-26 2005-05-26 Confirma, Inc. Apparatus and method for surgical planning and treatment monitoring
DE102004051401A1 (de) 2004-10-21 2006-05-24 Siemens Ag Verfahren zur Befundung in der dreidimensionalen Bildgebung, insbesondere in der Mammographie
US7646902B2 (en) * 2005-02-08 2010-01-12 Regents Of The University Of Michigan Computerized detection of breast cancer on digital tomosynthesis mammograms
JP2006325638A (ja) * 2005-05-23 2006-12-07 Konica Minolta Medical & Graphic Inc 異常陰影候補の検出方法及び医用画像処理システム
AU2006254689B2 (en) 2005-06-02 2012-03-08 Salient Imaging, Inc. System and method of computer-aided detection
US7809175B2 (en) 2005-07-01 2010-10-05 Hologic, Inc. Displaying and navigating computer-aided detection results on a review workstation
FR2897182A1 (fr) 2006-02-09 2007-08-10 Gen Electric Procede de traitement d'images de projection en tomosynthese pour une detection de signes radiologiques
GB0602739D0 (en) * 2006-02-10 2006-03-22 Ccbr As Breast tissue density measure
ITRM20060213A1 (it) 2006-04-13 2007-10-14 Univ Palermo Metodo di elaborazione di immagini biomediche
US8238637B2 (en) 2006-10-25 2012-08-07 Siemens Computer Aided Diagnosis Ltd. Computer-aided diagnosis of malignancies of suspect regions and false positives in images
US7903861B2 (en) 2006-12-28 2011-03-08 Carestream Health, Inc. Method for classifying breast tissue density using computed image features
US8203338B2 (en) 2007-08-06 2012-06-19 Carestream Health, Inc. Linear structure verification in medical applications
JP5264136B2 (ja) 2007-09-27 2013-08-14 キヤノン株式会社 医用診断支援装置及びその制御方法、ならびにコンピュータプログラム及び記憶媒体
JP2009082182A (ja) * 2007-09-27 2009-04-23 Fujifilm Corp 検査作業支援装置及び方法、並びに検査作業支援システム
JP5100285B2 (ja) 2007-09-28 2012-12-19 キヤノン株式会社 医用診断支援装置およびその制御方法、プログラム、記憶媒体
US7942829B2 (en) * 2007-11-06 2011-05-17 Eigen, Inc. Biopsy planning and display apparatus
US20100135562A1 (en) 2008-11-28 2010-06-03 Siemens Computer Aided Diagnosis Ltd. Computer-aided detection with enhanced workflow
US20100158332A1 (en) 2008-12-22 2010-06-24 Dan Rico Method and system of automated detection of lesions in medical images
US9171130B2 (en) * 2009-11-24 2015-10-27 Penrad Technologies, Inc. Multiple modality mammography image gallery and clipping system
US8064677B2 (en) 2009-11-25 2011-11-22 Fujifilm Corporation Systems and methods for measurement of objects of interest in medical images
US8582858B2 (en) 2009-12-17 2013-11-12 The Regents Of The University Of California Method and apparatus for quantitative analysis of breast density morphology based on MRI
US20120099771A1 (en) 2010-10-20 2012-04-26 Lao Zhiqiang Computer aided detection of architectural distortion in mammography
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
US20130218045A1 (en) 2011-08-22 2013-08-22 Joel Ironstone Method and System for Disease Risk Management
JP5945803B2 (ja) 2012-03-07 2016-07-05 東芝メディカルシステムズ株式会社 医用画像読影システム
US8891841B2 (en) 2012-06-04 2014-11-18 Verizon Patent And Licensing Inc. Mobile dermatology collection and analysis system
TWI483711B (zh) 2012-07-10 2015-05-11 Univ Nat Taiwan Tumor detection system and method of breast ultrasound image
US9047664B2 (en) 2013-05-31 2015-06-02 Kathryn Pearson Peyton Apparatus and method for utilizing mammogram images for verification
US9741116B2 (en) 2013-08-29 2017-08-22 Mayo Foundation For Medical Education And Research System and method for boundary classification and automatic polyp detection
US10376230B2 (en) 2013-11-19 2019-08-13 Icad, Inc. Obtaining breast density measurements and classifications
DE102014208411A1 (de) * 2014-05-06 2015-11-12 Siemens Aktiengesellschaft Auswertung eines während einer Mammographie erzeugten Röntgenbildes einer Brust
WO2016057960A1 (en) 2014-10-10 2016-04-14 Radish Medical Solutions, Inc. Apparatus, system and method for cloud based diagnostics and image archiving and retrieval
US9550912B2 (en) 2014-12-19 2017-01-24 Hexion Inc Curing agent for epoxy coatings
US9519966B2 (en) * 2015-04-22 2016-12-13 King Fahd University Of Petroleum And Minerals Method, system and computer program product for breast density classification using parts-based local features
US9922433B2 (en) 2015-05-29 2018-03-20 Moira F. Schieke Method and system for identifying biomarkers using a probability map
US10169863B2 (en) * 2015-06-12 2019-01-01 International Business Machines Corporation Methods and systems for automatically determining a clinical image or portion thereof for display to a diagnosing physician
WO2017106645A1 (en) * 2015-12-18 2017-06-22 The Regents Of The University Of California Interpretation and quantification of emergency features on head computed tomography
US10339650B2 (en) * 2016-01-07 2019-07-02 Koios Medical, Inc. Method and means of CAD system personalization to reduce intraoperator and interoperator variation
CN106096491B (zh) 2016-02-04 2022-04-12 上海市第一人民医院 一种眼底彩色照相图像中微动脉瘤自动化识别方法
CN105931226A (zh) 2016-04-14 2016-09-07 南京信息工程大学 基于深度学习的自适应椭圆拟合细胞自动检测分割方法
CN106204587B (zh) 2016-05-27 2019-01-08 浙江德尚韵兴图像科技有限公司 基于深度卷积神经网络和区域竞争模型的多器官分割方法
WO2017210690A1 (en) 2016-06-03 2017-12-07 Lu Le Spatial aggregation of holistically-nested convolutional neural networks for automated organ localization and segmentation in 3d medical scans
US9589374B1 (en) 2016-08-01 2017-03-07 12 Sigma Technologies Computer-aided diagnosis system for medical images using deep convolutional neural networks
CA3033441A1 (en) * 2016-08-11 2018-02-15 Koios Medical, Inc. Method and means of cad system personalization to provide a confidence level indicator for cad system recommendations
US10417788B2 (en) * 2016-09-21 2019-09-17 Realize, Inc. Anomaly detection in volumetric medical images using sequential convolutional and recurrent neural networks
JP2018061771A (ja) * 2016-10-14 2018-04-19 株式会社日立製作所 画像処理装置、及び画像処理方法
US20180129900A1 (en) 2016-11-04 2018-05-10 Siemens Healthcare Gmbh Anonymous and Secure Classification Using a Deep Learning Network
US11449985B2 (en) 2016-12-02 2022-09-20 Regents Of The University Of Minnesota Computer vision for cancerous tissue recognition
JP2020510463A (ja) 2017-01-27 2020-04-09 アーテリーズ インコーポレイテッド 全層畳み込みネットワークを利用する自動化されたセグメンテーション
GB201705876D0 (en) 2017-04-11 2017-05-24 Kheiron Medical Tech Ltd Recist
GB201705911D0 (en) 2017-04-12 2017-05-24 Kheiron Medical Tech Ltd Abstracts
US10223610B1 (en) * 2017-10-15 2019-03-05 International Business Machines Corporation System and method for detection and classification of findings in images
US10916341B2 (en) 2017-12-15 2021-02-09 International Business Machines Corporation Automated report generation based on cognitive classification of medical images
JP2021521982A (ja) * 2018-04-27 2021-08-30 デルフィヌス メディカル テクノロジーズ， インコーポレイテッド 超音波断層撮影画像上の特徴抽出および分類のためのシステムおよび方法
JP2019195627A (ja) * 2018-05-07 2019-11-14 ゼブラ メディカル ビジョン リミテッド 解剖学的画像の解析のためのシステム及び装置
US10706545B2 (en) * 2018-05-07 2020-07-07 Zebra Medical Vision Ltd. Systems and methods for analysis of anatomical images
GB2579244A (en) 2018-11-27 2020-06-17 Kheiron Medical Tech Ltd Second reader
ES2914387T3 (es) 2018-06-14 2022-06-10 Kheiron Medical Tech Ltd Estudio inmediato

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