DK3357000T3 - Systemer og fremgangsmåder til cancerdetektering - Google Patents

Systemer og fremgangsmåder til cancerdetektering Download PDF

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Publication number
DK3357000T3
DK3357000T3 DK16852440.3T DK16852440T DK3357000T3 DK 3357000 T3 DK3357000 T3 DK 3357000T3 DK 16852440 T DK16852440 T DK 16852440T DK 3357000 T3 DK3357000 T3 DK 3357000T3
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DK
Denmark
Prior art keywords
methods
detection systems
cancer detection
cancer
systems
Prior art date
Application number
DK16852440.3T
Other languages
English (en)
Inventor
William Scott Daughton
Hoanh X Vu
Homayoun Karimabadi
Original Assignee
Curemetrix 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
Application filed by Curemetrix Inc filed Critical Curemetrix Inc
Application granted granted Critical
Publication of DK3357000T3 publication Critical patent/DK3357000T3/da

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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • 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
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24147—Distances to closest patterns, e.g. nearest neighbour classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/13—Edge detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698—Matching; Classification
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves 
    • A61B5/055—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves  involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/41—Detecting, measuring or recording for evaluating the immune or lymphatic systems
    • A61B5/414—Evaluating particular organs or parts of the immune or lymphatic systems
    • A61B5/418—Evaluating particular organs or parts of the immune or lymphatic systems lymph vessels, ducts or nodes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G06T2207/10081—Computed x-ray tomography [CT]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • G06T2207/10088—Magnetic resonance imaging [MRI]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10116—X-ray image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30096—Tumor; Lesion
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Multimedia (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Surgery (AREA)
  • Public Health (AREA)
  • Pathology (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Fuzzy Systems (AREA)
  • Physiology (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Geometry (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Analysis (AREA)
DK16852440.3T 2015-10-02 2016-09-28 Systemer og fremgangsmåder til cancerdetektering DK3357000T3 (da)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201562236168P 2015-10-02 2015-10-02
PCT/US2016/054074 WO2017058848A1 (en) 2015-10-02 2016-09-28 Cancer detection systems and methods

Publications (1)

Publication Number Publication Date
DK3357000T3 true DK3357000T3 (da) 2021-02-01

Family

ID=58424296

Family Applications (1)

Application Number Title Priority Date Filing Date
DK16852440.3T DK3357000T3 (da) 2015-10-02 2016-09-28 Systemer og fremgangsmåder til cancerdetektering

Country Status (8)

Country Link
US (4) US10762624B2 (da)
EP (1) EP3357000B1 (da)
DK (1) DK3357000T3 (da)
ES (1) ES2847759T3 (da)
HU (1) HUE053281T2 (da)
MX (2) MX2018003938A (da)
PL (1) PL3357000T3 (da)
WO (1) WO2017058848A1 (da)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10529453B2 (en) * 2017-07-31 2020-01-07 Definiens Gmbh Tool that analyzes image data and generates and displays a confidence indicator along with a cancer score
US10847265B2 (en) * 2018-04-06 2020-11-24 Curai, Inc. Systems and methods for responding to healthcare inquiries
US10813612B2 (en) 2019-01-25 2020-10-27 Cleerly, Inc. Systems and method of characterizing high risk plaques
EP3719807A1 (en) * 2019-04-04 2020-10-07 Optos PLC Predicting a pathological condition from a medical image
US11883206B2 (en) 2019-07-29 2024-01-30 Hologic, Inc. Personalized breast imaging system
AU2020353680A1 (en) * 2019-09-27 2022-02-17 Hologic, Inc. AI system for predicting reading time and reading complexity for reviewing 2D/3D breast images
EP4049238A1 (en) 2019-10-25 2022-08-31 Deephealth, Inc. System and method for analyzing three-dimensional image data
KR20220124217A (ko) 2020-01-07 2022-09-13 클리어리, 인크. 의료 영상 분석, 진단, 위험도 층화, 의사 결정 및/또는 질환 추적을 위한 시스템, 방법 및 디바이스
US20220392065A1 (en) 2020-01-07 2022-12-08 Cleerly, Inc. Systems, methods, and devices for medical image analysis, diagnosis, risk stratification, decision making and/or disease tracking
US11969280B2 (en) 2020-01-07 2024-04-30 Cleerly, Inc. Systems, methods, and devices for medical image analysis, diagnosis, risk stratification, decision making and/or disease tracking
JP2022158712A (ja) * 2021-04-02 2022-10-17 キヤノンメディカルシステムズ株式会社 超音波診断装置、画像処理装置、及び画像処理プログラム
WO2022221712A1 (en) * 2021-04-15 2022-10-20 Curemetrix, Inc. Detecting, scoring and predicting disease risk using multiple medical-imaging modalities
US20230289963A1 (en) 2022-03-10 2023-09-14 Cleerly, Inc. Systems, devices, and methods for non-invasive image-based plaque analysis and risk determination

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5574799A (en) * 1992-06-12 1996-11-12 The Johns Hopkins University Method and system for automated detection of microcalcification clusters in mammograms
US7603166B2 (en) * 1996-09-20 2009-10-13 Board Of Regents University Of Texas System Method and apparatus for detection of vulnerable atherosclerotic plaque
WO1999057683A1 (en) * 1998-05-04 1999-11-11 The Johns Hopkins University Method and apparatus for segmenting small structures in images
US7593561B2 (en) * 2005-01-04 2009-09-22 Carestream Health, Inc. Computer-aided detection of microcalcification clusters
US20080144945A1 (en) * 2006-12-19 2008-06-19 Siemens Computer Aided Diagnosis Ltd. Clusterization of Detected Micro-Calcifications in Digital Mammography Images
US20100312072A1 (en) * 2008-01-02 2010-12-09 Yeda Research And Development Co. Ltd. Method and system for detecting and grading prostate cancer
DE102009006636B4 (de) 2008-12-30 2016-02-18 Siemens Aktiengesellschaft Verfahren zur Ermittlung einer 2D-Kontur einer in 3D-Bilddaten abgebildeten Gefäßstruktur
WO2012085818A1 (en) * 2010-12-23 2012-06-28 Koninklijke Philips Electronics N.V. Mammography calcium score
US9177104B2 (en) 2013-03-29 2015-11-03 Case Western Reserve University Discriminatively weighted multi-scale local binary patterns
US20160364527A1 (en) * 2015-06-12 2016-12-15 Merge Healthcare Incorporated Methods and Systems for Automatically Analyzing Clinical Images and Determining when Additional Imaging May Aid a Diagnosis

Also Published As

Publication number Publication date
MX2018003938A (es) 2019-05-15
PL3357000T3 (pl) 2021-07-19
US20200402234A1 (en) 2020-12-24
EP3357000B1 (en) 2020-11-04
EP3357000A1 (en) 2018-08-08
US20230240619A1 (en) 2023-08-03
WO2017058848A1 (en) 2017-04-06
MX2021015008A (es) 2022-02-22
US11430113B2 (en) 2022-08-30
ES2847759T3 (es) 2021-08-03
US10762624B2 (en) 2020-09-01
EP3357000A4 (en) 2019-06-26
US20200219260A1 (en) 2020-07-09
US20180293728A1 (en) 2018-10-11
HUE053281T2 (hu) 2021-06-28

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