CN102973293A - 基于超声的病理自动化检测、量化和追踪的方法和系统 - Google Patents

基于超声的病理自动化检测、量化和追踪的方法和系统 Download PDF

Info

Publication number
CN102973293A
CN102973293A CN2012103242766A CN201210324276A CN102973293A CN 102973293 A CN102973293 A CN 102973293A CN 2012103242766 A CN2012103242766 A CN 2012103242766A CN 201210324276 A CN201210324276 A CN 201210324276A CN 102973293 A CN102973293 A CN 102973293A
Authority
CN
China
Prior art keywords
bone surface
joint capsule
bone
image
identification
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
CN2012103242766A
Other languages
English (en)
Chinese (zh)
Inventor
K.A.帕特瓦德汉
D.M.米尔斯
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.)
General Electric Co
Original Assignee
General Electric Co
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 General Electric Co filed Critical General Electric Co
Publication of CN102973293A publication Critical patent/CN102973293A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/08—Clinical applications
    • A61B8/0875—Clinical applications for diagnosis of bone
    • 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
    • A61B8/467—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient characterised by special input means
    • A61B8/469—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient characterised by special input means for selection of a region of interest
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/48—Diagnostic techniques
    • A61B8/483—Diagnostic techniques involving the acquisition of a 3D volume of 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
    • A61B8/5215—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
    • 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
    • A61B8/5238—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for combining image data of patient, e.g. merging several images from different acquisition modes into one image
    • A61B8/5246—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for combining image data of patient, e.g. merging several images from different acquisition modes into one image combining images from the same or different imaging techniques, e.g. color Doppler and B-mode
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/255—Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • 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
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • 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
    • A61B6/02—Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
    • A61B6/03—Computed tomography [CT]
    • 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
    • A61B6/505—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 bone
    • 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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • A61B6/5229—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
    • 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
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30008—Bone

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Physiology (AREA)
  • Orthopedic Medicine & Surgery (AREA)
  • Rheumatology (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
CN2012103242766A 2011-09-06 2012-09-05 基于超声的病理自动化检测、量化和追踪的方法和系统 Pending CN102973293A (zh)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201161531165P 2011-09-06 2011-09-06
US61/531,165 2011-09-06
US13/249,270 US8777854B2 (en) 2011-09-06 2011-09-30 Method and system for ultrasound based automated detection, quantification and tracking of pathologies
US13/249,270 2011-09-30

Publications (1)

Publication Number Publication Date
CN102973293A true CN102973293A (zh) 2013-03-20

Family

ID=47753661

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2012103242766A Pending CN102973293A (zh) 2011-09-06 2012-09-05 基于超声的病理自动化检测、量化和追踪的方法和系统

Country Status (4)

Country Link
US (1) US8777854B2 (enExample)
JP (1) JP5975803B2 (enExample)
CN (1) CN102973293A (enExample)
DE (1) DE102012108121A1 (enExample)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104414684A (zh) * 2013-08-19 2015-03-18 柯尼卡美能达株式会社 超声波诊断装置、超声波诊断装置的图像处理方法
CN104414685A (zh) * 2013-08-21 2015-03-18 柯尼卡美能达株式会社 超声波诊断装置、超声波图像处理方法
CN104739447A (zh) * 2015-03-25 2015-07-01 井晓燕 集成超声成像诊断分析仪
CN107274428A (zh) * 2017-08-03 2017-10-20 汕头市超声仪器研究所有限公司 基于仿真和实测数据的多目标三维超声图像分割方法
CN112807024A (zh) * 2021-01-28 2021-05-18 清华大学 一种超声图像定量评估方法
CN113040823A (zh) * 2019-12-27 2021-06-29 深圳迈瑞生物医疗电子股份有限公司 一种超声成像设备及超声图像的分析方法
CN115601303A (zh) * 2022-09-09 2023-01-13 清华大学（Cn） 类风湿关节炎的活动度评价方法、装置、电子设备及介质
WO2024228055A1 (en) * 2023-05-02 2024-11-07 The Hong Kong University Of Science And Technology An automatic 3d joint erosion detection method for diagnosis and monitoring of rheumatoid arthritis

Families Citing this family (36)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8167912B2 (en) * 2007-02-27 2012-05-01 The Center for Orthopedic Research and Education, Inc Modular pedicle screw system
SG11201401833UA (en) 2011-10-28 2014-05-29 Decision Sciences Int Corp Spread spectrum coded waveforms in ultrasound imaging
US10134125B2 (en) * 2013-02-28 2018-11-20 Rivanna Medical Llc Systems and methods for ultrasound imaging
JP6191328B2 (ja) * 2013-08-19 2017-09-06 コニカミノルタ株式会社 超音波診断装置、超音波画像解析方法、およびプログラム
JP6286926B2 (ja) * 2013-08-19 2018-03-07 コニカミノルタ株式会社 超音波診断装置、画像処理方法、およびプログラム
JP6303905B2 (ja) * 2014-08-06 2018-04-04 コニカミノルタ株式会社 超音波診断装置、超音波診断装置の画像処理方法、および、画像処理プログラム
JP2015039466A (ja) * 2013-08-21 2015-03-02 コニカミノルタ株式会社 超音波診断装置、画像処理方法、およびプログラム
JP6303912B2 (ja) 2013-08-21 2018-04-04 コニカミノルタ株式会社 超音波診断装置、超音波診断方法、及び、プログラムを格納したコンピュータ読み取り可能な非一時的な記録媒体
DE102013218047B3 (de) 2013-09-10 2015-01-29 Siemens Aktiengesellschaft Verfahren zur automatischen Anzeige und/oder Messung von Knochenveränderungen in medizinischen Bilddaten, sowie medizinisches Bildgebungsgerät und elektronisch lesbarer Datenträger
US9844359B2 (en) 2013-09-13 2017-12-19 Decision Sciences Medical Company, LLC Coherent spread-spectrum coded waveforms in synthetic aperture image formation
US9183225B2 (en) 2014-02-21 2015-11-10 Siemens Energy, Inc. Computerized method for transforming an image from an image-searchable domain to a pixel-searchable domain
KR101579740B1 (ko) 2014-09-01 2015-12-23 삼성메디슨 주식회사 초음파 진단장치, 그에 따른 초음파 진단 방법 및 그에 따른 컴퓨터 판독 가능한 저장매체
IL254158B2 (en) 2015-02-25 2023-04-01 Decision Sciences Medical Company Llc Acoustic signal transmission couplers and coupling means
US10548564B2 (en) 2015-02-26 2020-02-04 Rivanna Medical, LLC System and method for ultrasound imaging of regions containing bone structure
CN108601554B (zh) * 2015-06-03 2022-03-08 蒙特非奥里医疗中心 用于治疗癌症和转移的低强度聚焦超声
AU2016334258B2 (en) 2015-10-08 2021-07-01 Decision Sciences Medical Company, LLC Acoustic orthopedic tracking system and methods
JP6648587B2 (ja) * 2016-03-23 2020-02-14 コニカミノルタ株式会社 超音波診断装置
CN106709930B (zh) * 2016-12-29 2020-03-31 上海联影医疗科技有限公司 三维医学图像的感兴趣体积分割方法及装置
US10726555B2 (en) * 2018-06-06 2020-07-28 International Business Machines Corporation Joint registration and segmentation of images using deep learning
EP3636161A1 (en) * 2018-10-08 2020-04-15 Koninklijke Philips N.V. Methods and systems for determining complementary ultrasound views
US10813612B2 (en) 2019-01-25 2020-10-27 Cleerly, Inc. Systems and method of characterizing high risk plaques
CN109602451B (zh) * 2019-02-16 2021-08-10 河南科技大学第一附属医院（河南省显微外科研究所） 一种医学超声辅助自动诊断系统
EP3934912A4 (en) 2019-03-06 2023-03-01 Decision Sciences Medical Company, LLC PROCESS FOR MANUFACTURE AND DISTRIBUTION OF SEMI-RIGID ACOUSTIC COUPLING ELEMENTS AND PACKAGING FOR ULTRASONIC IMAGING
US11154274B2 (en) 2019-04-23 2021-10-26 Decision Sciences Medical Company, LLC Semi-rigid acoustic coupling articles for ultrasound diagnostic and treatment applications
EP3761032A1 (en) * 2019-07-03 2021-01-06 Xyall B.V. Determining region(s) for tissue dissection in pathology slides
CN111091909B (zh) * 2019-11-26 2022-05-31 中国信息通信研究院 一种医学影像识别方法和装置
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
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
JP2023549818A (ja) 2020-11-13 2023-11-29 ディスィジョン サイエンシズ メディカル カンパニー，エルエルシー 物体の合成開口超音波撮像のためのシステムおよび方法
JP2022154976A (ja) * 2021-03-30 2022-10-13 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、医用画像処理装置および制御プログラム
US20250217981A1 (en) 2022-03-10 2025-07-03 Cleerly, Inc. Systems, methods, and devices for image-based plaque analysis and risk determination
US20250143657A1 (en) 2022-03-10 2025-05-08 Cleerly, Inc. Systems, devices, and methods for non-invasive image-based plaque analysis and risk determination
US12406365B2 (en) 2022-03-10 2025-09-02 Cleerly, Inc. Systems, devices, and methods for non-invasive image-based plaque analysis and risk determination
US12440180B2 (en) 2022-03-10 2025-10-14 Cleerly, Inc. Systems, devices, and methods for non-invasive image-based plaque analysis and risk determination
US12183008B2 (en) 2023-02-13 2024-12-31 Exo Imaging, Inc. Device agnostic systems and methods for acquiring and analyzing images from an ultrasound probe

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5458130A (en) 1992-07-30 1995-10-17 Orthologic Corporation Ultrasonic therapy and assessment apparatus and method
US6246745B1 (en) * 1999-10-29 2001-06-12 Compumed, Inc. Method and apparatus for determining bone mineral density
CA2333224A1 (en) 2001-01-31 2002-07-31 University Technologies International Inc. Non-invasive diagnostic method and apparatus for musculoskeletal systems
WO2004008964A1 (en) * 2002-07-22 2004-01-29 Compumed, Inc. Method, code, and system for assaying joint deformity
US7555153B2 (en) 2004-07-01 2009-06-30 Arthrovision Inc. Non-invasive joint evaluation
WO2009042644A2 (en) * 2007-09-25 2009-04-02 Perception Raisonnement Action En Medecine Methods and apparatus for assisting cartilage diagnostic and therapeutic procedures
CA2713861A1 (en) 2008-02-04 2009-08-13 Iain Alexander Anderson Integrated-model musculoskeletal therapies
JP5302578B2 (ja) * 2008-06-18 2013-10-02 日立アロカメディカル株式会社 超音波診断装置
US9078592B2 (en) 2008-10-27 2015-07-14 Wisconsin Alumni Research Foundation Ultrasonic strain imaging device with selectable cost-function
US8900146B2 (en) 2009-07-27 2014-12-02 The Hong Kong Polytechnic University Three-dimensional (3D) ultrasound imaging system for assessing scoliosis
JP2013051998A (ja) * 2011-08-31 2013-03-21 Toshiba Corp 超音波診断装置及び超音波診断装置の制御プログラム

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104414684B (zh) * 2013-08-19 2017-04-12 柯尼卡美能达株式会社 超声波诊断装置、超声波诊断装置的图像处理方法
CN104414684A (zh) * 2013-08-19 2015-03-18 柯尼卡美能达株式会社 超声波诊断装置、超声波诊断装置的图像处理方法
US9801614B2 (en) 2013-08-21 2017-10-31 Konica Minolta, Inc. Ultrasound diagnostic apparatus, ultrasound image processing method, and non-transitory computer readable recording medium
CN104414685A (zh) * 2013-08-21 2015-03-18 柯尼卡美能达株式会社 超声波诊断装置、超声波图像处理方法
CN104739447A (zh) * 2015-03-25 2015-07-01 井晓燕 集成超声成像诊断分析仪
WO2019023819A1 (zh) * 2017-08-03 2019-02-07 汕头市超声仪器研究所有限公司 基于仿真和实测数据的多目标三维超声图像分割方法
CN107274428A (zh) * 2017-08-03 2017-10-20 汕头市超声仪器研究所有限公司 基于仿真和实测数据的多目标三维超声图像分割方法
US11282204B2 (en) 2017-08-03 2022-03-22 Shantou Institute Of Ultrasonic Instruments Co., Ltd. Simulated and measured data-based multi-target three-dimensional ultrasound image segmentation method
CN113040823A (zh) * 2019-12-27 2021-06-29 深圳迈瑞生物医疗电子股份有限公司 一种超声成像设备及超声图像的分析方法
CN112807024A (zh) * 2021-01-28 2021-05-18 清华大学 一种超声图像定量评估方法
CN112807024B (zh) * 2021-01-28 2022-05-24 清华大学 一种超声图像定量评估系统
CN115601303A (zh) * 2022-09-09 2023-01-13 清华大学（Cn） 类风湿关节炎的活动度评价方法、装置、电子设备及介质
WO2024228055A1 (en) * 2023-05-02 2024-11-07 The Hong Kong University Of Science And Technology An automatic 3d joint erosion detection method for diagnosis and monitoring of rheumatoid arthritis

Also Published As

Publication number Publication date
DE102012108121A1 (de) 2013-03-07
US8777854B2 (en) 2014-07-15
JP5975803B2 (ja) 2016-08-23
US20130060121A1 (en) 2013-03-07
JP2013056156A (ja) 2013-03-28

Similar Documents

Publication Publication Date Title
CN102973293A (zh) 基于超声的病理自动化检测、量化和追踪的方法和系统
JP6994494B2 (ja) エラストグラフィ測定システム及びその方法
CN110870792B (zh) 用于超声导航的系统和方法
CN101658415B (zh) 用于脉管系统的描绘的方法和系统
KR101565311B1 (ko) 3 차원 심초음파 검사 데이터로부터 평면들의 자동 검출
JP4469594B2 (ja) 疾患関連組織変化を測定するシステム
JP7218215B2 (ja) 画像診断装置、画像処理方法及びプログラム
NL1027538C2 (nl) Werkwijzen en apparaten voor verwerken van beelddata om te helpen bij detecteren van ziekte.
CN103917166A (zh) 一种表征颈动脉斑块的方法和系统
US8727989B2 (en) Automatic diagnosis support apparatus, ultrasonic diagnosis apparatus, and automatic diagnosis support method
JP2018081714A (ja) 自動特徴解析、比較、及び異常検出
CN113633315B (zh) 采用超声图处理系统的超声图处理方法
KR20200077852A (ko) 복수의 의료 영상 판독 알고리듬들에 대한 평가 스코어를 생성하는 의료 영상 판독 지원 장치 및 방법
de Ruijter et al. Automated 3D geometry segmentation of the healthy and diseased carotid artery in free‐hand, probe tracked ultrasound images
US20240225588A1 (en) Method and Apparatus of Intelligent Analysis for Liver Tumor
CN114760929A (zh) 用于获得医学超声图像的系统和方法
CN115666400B (zh) 辅助用户执行医学超声检查
Soleimani et al. Carotid artery wall motion estimation from consecutive ultrasonic images: Comparison between block-matching and maximum-gradient algorithms
CN120147266B (zh) 一种基于学习模型的脊柱关节炎分析方法和装置
Lane et al. Automated multi-beat tissue Doppler echocardiography analysis using deep neural networks
EP4320587A1 (en) Systems, methods, and apparatuses for identifying inhomogeneous liver fat
US20060100518A1 (en) Automated diastolic function analysis with ultrasound
CN111265234A (zh) 一种肺部纵膈淋巴结的性质判定方法及系统
JP7787207B2 (ja) 胎児の心臓活動を検出するためのｍモードデータの生成
CN118717171A (zh) 乳腺超声成像方法及超声成像系统

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C02 Deemed withdrawal of patent application after publication (patent law 2001)
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20130320