JP7735998B2 - 医用超音波画像を取得するためのシステム及び方法 - Google Patents

医用超音波画像を取得するためのシステム及び方法

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Publication number
JP7735998B2
JP7735998B2 JP2022527823A JP2022527823A JP7735998B2 JP 7735998 B2 JP7735998 B2 JP 7735998B2 JP 2022527823 A JP2022527823 A JP 2022527823A JP 2022527823 A JP2022527823 A JP 2022527823A JP 7735998 B2 JP7735998 B2 JP 7735998B2
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Prior art keywords
image
ultrasound
images
relevant
processor
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JP2022527823A
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Japanese (ja)
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JP2023503818A5 (enExample
JP2023503818A (ja
Inventor
シャム バーラト
クラウディア エリッコ
フア シエ
ゲイリー チェン ホウ ゴ
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Koninklijke Philips NV
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Koninklijke Philips NV
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Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/42—Details of probe positioning or probe attachment to the patient
    • A61B8/4245—Details of probe positioning or probe attachment to the patient involving determining the position of the probe, e.g. with respect to an external reference frame or to the patient
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/46—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient
    • A61B8/461—Displaying means of special interest
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
    • 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
    • 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
    • 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
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—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
    • G06V10/443—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 by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural 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
    • 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
    • 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
    • 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
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10132—Ultrasound image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T2207/30068—Mammography; Breast
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Computation (AREA)
  • Public Health (AREA)
  • General Physics & Mathematics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biophysics (AREA)
  • Artificial Intelligence (AREA)
  • Pathology (AREA)
  • Data Mining & Analysis (AREA)
  • Animal Behavior & Ethology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Surgery (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Physiology (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Quality & Reliability (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
JP2022527823A 2019-11-21 2020-11-13 医用超音波画像を取得するためのシステム及び方法 Active JP7735998B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201962938491P 2019-11-21 2019-11-21
US62/938,491 2019-11-21
PCT/EP2020/081988 WO2021099214A1 (en) 2019-11-21 2020-11-13 Systems and methods for obtaining medical ultrasound images

Publications (3)

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JP2023503818A JP2023503818A (ja) 2023-02-01
JP2023503818A5 JP2023503818A5 (enExample) 2023-11-17
JP7735998B2 true JP7735998B2 (ja) 2025-09-09

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Country Status (5)

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US (1) US12207969B2 (enExample)
EP (1) EP4061230B1 (enExample)
JP (1) JP7735998B2 (enExample)
CN (1) CN114760929B (enExample)
WO (1) WO2021099214A1 (enExample)

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WO2023274682A1 (en) * 2021-06-28 2023-01-05 Koninklijke Philips N.V. Systems, methods, and apparatuses for annotating medical images
CN113662573B (zh) * 2021-09-10 2023-06-30 上海联影医疗科技股份有限公司 乳腺病灶定位方法、装置、计算机设备和存储介质
CN121866009A (zh) * 2023-09-06 2026-04-14 皇家飞利浦有限公司 用于超声盲扫解释和保真度评估的系统和方法
US20250152251A1 (en) * 2023-11-09 2025-05-15 Siemens Medical Solutions Usa, Inc. Surgical Guidance with Compounded Ultrasound Imaging
CN117711581B (zh) * 2024-02-05 2024-06-11 深圳皓影医疗科技有限公司 一种自动添加书签的方法、系统、电子设备及存储介质

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JP2012048578A (ja) 2010-08-27 2012-03-08 Canon It Solutions Inc 情報処理装置、文書作成システム、情報処理装置の制御方法、プログラム、プログラムを記録した記録媒体
JP2013031674A (ja) 2012-09-24 2013-02-14 Toshiba Corp 医用画像診断装置
US20140219548A1 (en) 2013-02-07 2014-08-07 Siemens Aktiengesellschaft Method and System for On-Site Learning of Landmark Detection Models for End User-Specific Diagnostic Medical Image Reading
JP2014158693A (ja) 2013-01-23 2014-09-04 Toshiba Corp 超音波診断装置
JP2017501459A (ja) 2013-09-25 2017-01-12 テラリコン インコーポレイテッド 高度医用画像処理ウィザード
JP2018165981A (ja) 2017-02-16 2018-10-25 コニカ ミノルタ ヘルスケア アメリカズ， インコーポレイテッド 医療画像及びデータのマルチロケーションエクスチェンジ
JP2019509871A (ja) 2016-03-09 2019-04-11 エコーノース インコーポレーテッドＥｃｈｏＮｏｕｓ， Ｉｎｃ． 人工知能ネットワークを活用した超音波画像認識システムと方法
JP2019526869A (ja) 2016-08-11 2019-09-19 コイオス メディカル，インコーポレイテッド Ｃａｄシステム推薦に関する確信レベル指標を提供するためのｃａｄシステムパーソナライゼーションの方法及び手段
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US20040066398A1 (en) 2002-10-03 2004-04-08 Koninklijke Philips Electronics N.V System and method for removing, trimming and bookmarking images of an ultrasound image sequence
JP2012048578A (ja) 2010-08-27 2012-03-08 Canon It Solutions Inc 情報処理装置、文書作成システム、情報処理装置の制御方法、プログラム、プログラムを記録した記録媒体
JP2013031674A (ja) 2012-09-24 2013-02-14 Toshiba Corp 医用画像診断装置
JP2014158693A (ja) 2013-01-23 2014-09-04 Toshiba Corp 超音波診断装置
US20140219548A1 (en) 2013-02-07 2014-08-07 Siemens Aktiengesellschaft Method and System for On-Site Learning of Landmark Detection Models for End User-Specific Diagnostic Medical Image Reading
JP2017501459A (ja) 2013-09-25 2017-01-12 テラリコン インコーポレイテッド 高度医用画像処理ウィザード
JP2019509871A (ja) 2016-03-09 2019-04-11 エコーノース インコーポレーテッドＥｃｈｏＮｏｕｓ， Ｉｎｃ． 人工知能ネットワークを活用した超音波画像認識システムと方法
JP2019526869A (ja) 2016-08-11 2019-09-19 コイオス メディカル，インコーポレイテッド Ｃａｄシステム推薦に関する確信レベル指標を提供するためのｃａｄシステムパーソナライゼーションの方法及び手段
JP2018165981A (ja) 2017-02-16 2018-10-25 コニカ ミノルタ ヘルスケア アメリカズ， インコーポレイテッド 医療画像及びデータのマルチロケーションエクスチェンジ
US20200196984A1 (en) 2017-09-07 2020-06-25 Piur Imaging Gmbh Apparatus and method for determining motion of an ultrasound probe
US20190304092A1 (en) 2018-03-28 2019-10-03 International Business Machines Corporation Systems and methods for automatic detection of an indication of abnormality in an anatomical image

Also Published As

Publication number Publication date
CN114760929A (zh) 2022-07-15
WO2021099214A1 (en) 2021-05-27
US12207969B2 (en) 2025-01-28
EP4061230A1 (en) 2022-09-28
US20230355211A1 (en) 2023-11-09
JP2023503818A (ja) 2023-02-01
CN114760929B (zh) 2026-07-07
EP4061230B1 (en) 2024-05-15

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