JP2024513400A - 診断用途または介入用途のための電子医用画像を処理するシステムおよび方法 - Google Patents

診断用途または介入用途のための電子医用画像を処理するシステムおよび方法 Download PDF

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JP2024513400A
JP2024513400A JP2023560551A JP2023560551A JP2024513400A JP 2024513400 A JP2024513400 A JP 2024513400A JP 2023560551 A JP2023560551 A JP 2023560551A JP 2023560551 A JP2023560551 A JP 2023560551A JP 2024513400 A JP2024513400 A JP 2024513400A
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machine learning
image
learning model
computing device
ultrasound
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JP2024513400A5 (https=
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チェン、ジョン
チャペル、クレイグ
チャン、サミュエル
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Anode IP LLC
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    • 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
    • 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
    • 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
    • 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
    • A61B8/5292—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves using additional data, e.g. patient information, image labeling, acquisition parameters
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • 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
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • 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
    • 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
    • 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
    • G06V2201/034—Recognition of patterns in medical or anatomical images of medical instruments

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Physics & Mathematics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Pathology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Molecular Biology (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Quality & Reliability (AREA)
  • Multimedia (AREA)
  • Image Analysis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
JP2023560551A 2021-04-02 2022-04-01 診断用途または介入用途のための電子医用画像を処理するシステムおよび方法 Pending JP2024513400A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202163170377P 2021-04-02 2021-04-02
US63/170,377 2021-04-02
PCT/US2022/071492 WO2022213119A1 (en) 2021-04-02 2022-04-01 Systems and methods to process electronic medical images for diagnostic interventional use

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JP2024513400A true JP2024513400A (ja) 2024-03-25
JP2024513400A5 JP2024513400A5 (https=) 2025-03-19

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US (3) US11830189B2 (https=)
EP (1) EP4315348A1 (https=)
JP (1) JP2024513400A (https=)
KR (1) KR20230165284A (https=)
CN (1) CN117413318A (https=)
AU (1) AU2022252500A1 (https=)
CA (1) CA3212928A1 (https=)
WO (1) WO2022213119A1 (https=)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110569846B (zh) * 2019-09-16 2025-08-29 北京百度网讯科技有限公司 图像文字识别方法、装置、设备及存储介质
US20220148172A1 (en) * 2020-11-10 2022-05-12 Henry Ford Health System System and method for detecting medical conditions
US12567490B2 (en) * 2021-10-05 2026-03-03 Yoy Ishta Nem, Inc. Deep-learning-based medical image interpretation system for animals
US20250152126A1 (en) * 2022-02-18 2025-05-15 The Johns Hopkins University Systems and methods for automatic detection and localization of foreign body objects
US12423938B2 (en) 2022-07-25 2025-09-23 Dell Products L.P. System and method for identifying auxiliary areas of interest for image based on focus indicators
US12373955B2 (en) * 2022-07-25 2025-07-29 Dell Products L.P. System and method for storage management of images
US12458314B2 (en) * 2022-08-31 2025-11-04 Mazor Robotics Ltd. System and method for imaging
KR102693231B1 (ko) * 2022-11-04 2024-08-08 경북대학교 산학협력단 초음파 이미지의 딥러닝에 기반하여 회전근개 파열을 분류하는 장치 및 방법
US12530766B2 (en) * 2023-03-31 2026-01-20 The Chinese University Of Hong Kong Clinic-driven multi-label classification framework for medical images
CN121002513A (zh) * 2023-04-25 2025-11-21 维萨国际服务协会 用于在机器学习模型中对媒体进行分类、确定提示并发现偏差的文本和媒体编码器
US20240371483A1 (en) * 2023-05-03 2024-11-07 Koninklijke Philips N.V. System and method for automatically generating report for ultrasound imaging examination
WO2024243372A2 (en) * 2023-05-23 2024-11-28 The General Hospital Corporation Improved visualization for ultrasound-assisted procedure
US20240403697A1 (en) * 2023-06-02 2024-12-05 Bold Limited Parallel interaction interface for machine learning models
WO2025166017A1 (en) * 2024-01-31 2025-08-07 The Children's Medical Center Corporation Interpretable sequential multiple-instance learning for medical imaging
EP4617921A1 (en) * 2024-03-14 2025-09-17 Koninklijke Philips N.V. Method for evaluating images and method for training an artificial intelligence
CN118983075B (zh) * 2024-07-18 2026-04-14 深圳大学 一种基于b型超声视频的腕管综合征预测方法及设备
KR102848226B1 (ko) * 2024-12-24 2025-08-21 주식회사 어반데이터랩 환자의 통계적 분포에 대한 k-클러스터링 그룹 분류 기반 크로스 어텐션 매커니즘의 최적 조합 이용한 위암 예측 방법 및 장치
KR102848224B1 (ko) * 2024-12-24 2025-08-20 주식회사 어반데이터랩 어텐션 유사도의 히트맵 분석 기반 크로스 어텐션 매커니즘의 최적 조합을 이용한 위암 예측 방법 및 장치
KR102848225B1 (ko) * 2024-12-24 2025-08-20 주식회사 어반데이터랩 신경망 모델의 동적 성능 분석 기반 크로스 어텐션 매커니즘의 최적 조합을 이용한 위암 예측 방법 및 장치

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019521745A (ja) * 2016-06-20 2019-08-08 バタフライ ネットワーク，インコーポレイテッド ユーザによる超音波装置の操作を援助するための自動画像取得
JP2019525786A (ja) * 2016-07-08 2019-09-12 アヴェント インコーポレイテッド 解剖学的対象物を自動的に検出、位置特定、及びセマンティックセグメンテーションするシステム及び方法
WO2020054188A1 (ja) * 2018-09-14 2020-03-19 富士フイルム株式会社 医用画像処理装置、方法およびプログラム
JP2020064476A (ja) * 2018-10-18 2020-04-23 コニカミノルタ株式会社 情報処理装置及びプログラム
JP2020522334A (ja) * 2017-06-06 2020-07-30 アヴェント インコーポレイテッド ディープラーニングネットワークを使用して解剖学的対象物を識別及びナビゲートするためのシステム及び方法
WO2020201183A1 (en) * 2019-04-02 2020-10-08 Koninklijke Philips N.V. Segmentation and view guidance in ultrasound imaging and associated devices, systems, and methods
WO2020239842A1 (en) * 2019-05-31 2020-12-03 Koninklijke Philips N.V. Guided ultrasound imaging
WO2021041059A1 (en) * 2019-08-30 2021-03-04 Avent, Inc. System and method for identification, labeling, and tracking of a medical instrument
WO2021050976A1 (en) * 2019-09-12 2021-03-18 EchoNous, Inc. Systems and methods for automated ultrasound image labeling and quality grading

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7840247B2 (en) * 2002-09-16 2010-11-23 Imatx, Inc. Methods of predicting musculoskeletal disease
US9020235B2 (en) * 2010-05-21 2015-04-28 Siemens Medical Solutions Usa, Inc. Systems and methods for viewing and analyzing anatomical structures
WO2016209398A1 (en) * 2015-06-25 2016-12-29 Rivanna Medical Llc Ultrasonic guidance of a probe with respect to anatomical features
US10529088B2 (en) 2016-12-02 2020-01-07 Gabriel Fine Automatically determining orientation and position of medically invasive devices via image processing
WO2019086365A1 (en) * 2017-11-02 2019-05-09 Koninklijke Philips N.V. Intelligent ultrasound system for detecting image artefacts
WO2019178404A1 (en) * 2018-03-14 2019-09-19 The Regents Of The University Of California Automated cardiac function assessment by echocardiography
US10949968B2 (en) 2018-05-07 2021-03-16 Zebra Medical Vision Ltd. Systems and methods for detecting an indication of a visual finding type in an anatomical image
CN109461495B (zh) * 2018-11-01 2023-04-14 腾讯科技（深圳）有限公司 一种医学图像的识别方法、模型训练的方法及服务器
US10936160B2 (en) * 2019-01-11 2021-03-02 Google Llc System, user interface and method for interactive negative explanation of machine-learning localization models in health care applications
WO2020162989A1 (en) * 2019-02-04 2020-08-13 Google Llc Instrumented ultrasound probes for machine-learning generated real-time sonographer feedback
US11783102B2 (en) 2019-04-30 2023-10-10 BabySteps Orthopedics Inc. Predictive modeling platform for serial casting to correct orthopedic deformities
US11087463B2 (en) * 2019-06-21 2021-08-10 StraxCorp Pty. Ltd. Image analysis method and system for assessing bone fragility
JP7302368B2 (ja) * 2019-08-20 2023-07-04 コニカミノルタ株式会社 医用情報処理装置及びプログラム
US20210077061A1 (en) * 2019-09-18 2021-03-18 GE Precision Healthcare LLC Method and system for analyzing ultrasound scenes to provide needle guidance and warnings

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019521745A (ja) * 2016-06-20 2019-08-08 バタフライ ネットワーク，インコーポレイテッド ユーザによる超音波装置の操作を援助するための自動画像取得
JP2019525786A (ja) * 2016-07-08 2019-09-12 アヴェント インコーポレイテッド 解剖学的対象物を自動的に検出、位置特定、及びセマンティックセグメンテーションするシステム及び方法
JP2020522334A (ja) * 2017-06-06 2020-07-30 アヴェント インコーポレイテッド ディープラーニングネットワークを使用して解剖学的対象物を識別及びナビゲートするためのシステム及び方法
WO2020054188A1 (ja) * 2018-09-14 2020-03-19 富士フイルム株式会社 医用画像処理装置、方法およびプログラム
JP2020064476A (ja) * 2018-10-18 2020-04-23 コニカミノルタ株式会社 情報処理装置及びプログラム
WO2020201183A1 (en) * 2019-04-02 2020-10-08 Koninklijke Philips N.V. Segmentation and view guidance in ultrasound imaging and associated devices, systems, and methods
WO2020239842A1 (en) * 2019-05-31 2020-12-03 Koninklijke Philips N.V. Guided ultrasound imaging
WO2021041059A1 (en) * 2019-08-30 2021-03-04 Avent, Inc. System and method for identification, labeling, and tracking of a medical instrument
WO2021050976A1 (en) * 2019-09-12 2021-03-18 EchoNous, Inc. Systems and methods for automated ultrasound image labeling and quality grading

Also Published As

Publication number Publication date
EP4315348A1 (en) 2024-02-07
CN117413318A (zh) 2024-01-16
US20220318995A1 (en) 2022-10-06
US12367579B2 (en) 2025-07-22
WO2022213119A8 (en) 2023-10-19
AU2022252500A1 (en) 2023-10-19
US20240104733A1 (en) 2024-03-28
KR20230165284A (ko) 2023-12-05
US11830189B2 (en) 2023-11-28
WO2022213119A1 (en) 2022-10-06
US20250391019A1 (en) 2025-12-25
CA3212928A1 (en) 2022-10-06

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