CA2555080C - Systems and methods for automated diagnosis and decision support for heart related diseases and conditions - Google Patents

Systems and methods for automated diagnosis and decision support for heart related diseases and conditions Download PDF

Info

Publication number
CA2555080C
CA2555080C CA2555080A CA2555080A CA2555080C CA 2555080 C CA2555080 C CA 2555080C CA 2555080 A CA2555080 A CA 2555080A CA 2555080 A CA2555080 A CA 2555080A CA 2555080 C CA2555080 C CA 2555080C
Authority
CA
Canada
Prior art keywords
image data
heart
automatically
patient
data
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.)
Expired - Fee Related
Application number
CA2555080A
Other languages
English (en)
French (fr)
Other versions
CA2555080A1 (en
Inventor
Sriram Krishnan
Alok Gupta
R. Bharat Rao
Dorin Comaniciu
Xiang Sean Zhou
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.)
Siemens Corp
Siemens Medical Solutions USA Inc
Original Assignee
Siemens Corp
Siemens Medical Solutions USA 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 Siemens Corp, Siemens Medical Solutions USA Inc filed Critical Siemens Corp
Publication of CA2555080A1 publication Critical patent/CA2555080A1/en
Application granted granted Critical
Publication of CA2555080C publication Critical patent/CA2555080C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • 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)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • Public Health (AREA)
  • Epidemiology (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
CA2555080A 2004-02-03 2004-12-06 Systems and methods for automated diagnosis and decision support for heart related diseases and conditions Expired - Fee Related CA2555080C (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US54136004P 2004-02-03 2004-02-03
US60/541,360 2004-02-03
US10/876,801 2004-06-25
US10/876,801 US7912528B2 (en) 2003-06-25 2004-06-25 Systems and methods for automated diagnosis and decision support for heart related diseases and conditions
PCT/US2004/040757 WO2005081168A2 (en) 2004-02-03 2004-12-06 Systems and methods for automated diagnosis and decision support for heart related diseases and conditions

Publications (2)

Publication Number Publication Date
CA2555080A1 CA2555080A1 (en) 2005-09-01
CA2555080C true CA2555080C (en) 2012-04-24

Family

ID=34890445

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2555080A Expired - Fee Related CA2555080C (en) 2004-02-03 2004-12-06 Systems and methods for automated diagnosis and decision support for heart related diseases and conditions

Country Status (7)

Country Link
US (1) US7912528B2 (e)
EP (1) EP1711908B1 (e)
JP (1) JP2007527743A (e)
CN (1) CN1914617A (e)
AU (1) AU2004316027B2 (e)
CA (1) CA2555080C (e)
WO (1) WO2005081168A2 (e)

Families Citing this family (271)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7088872B1 (en) * 2002-02-14 2006-08-08 Cogent Systems, Inc. Method and apparatus for two dimensional image processing
US20050261941A1 (en) * 2004-05-21 2005-11-24 Alexander Scarlat Method and system for providing medical decision support
US7616788B2 (en) * 2004-11-12 2009-11-10 Cogent Systems, Inc. System and method for fast biometric pattern matching
US20060247544A1 (en) * 2005-02-03 2006-11-02 Maleeha Qazi Characterization of cardiac motion with spatial relationship
US20060239524A1 (en) * 2005-03-31 2006-10-26 Vladimir Desh Dedicated display for processing and analyzing multi-modality cardiac data
US8308646B2 (en) * 2005-04-18 2012-11-13 Mayo Foundation For Medical Education And Research Trainable diagnostic system and method of use
US20110124947A1 (en) * 2005-05-31 2011-05-26 Molecular Systems, Llc Method for integrating large scale biological data with imaging
CN101506831A (zh) 2005-08-19 2009-08-12 皇家飞利浦电子股份有限公司 医疗保健数据管理系统
US20070061176A1 (en) * 2005-09-13 2007-03-15 Manfred Gress System and method for analysis and display of workflows
US20100022877A1 (en) * 2005-11-15 2010-01-28 Tomoaki Chono Ultrasonographic device
US8131477B2 (en) * 2005-11-16 2012-03-06 3M Cogent, Inc. Method and device for image-based biological data quantification
US8010184B2 (en) * 2005-11-30 2011-08-30 General Electric Company Method and apparatus for automatically characterizing a malignancy
WO2007099525A2 (en) * 2006-03-03 2007-09-07 Medic Vision - Brain Technologies Ltd. System and method of automatic prioritization and analysis of medical images
CN101395614A (zh) * 2006-03-03 2009-03-25 皇家飞利浦电子股份有限公司 标识用于评估图像相似性的图像特征集
US20070244724A1 (en) * 2006-04-13 2007-10-18 Pendergast John W Case based outcome prediction in a real-time monitoring system
DE102006026695A1 (de) * 2006-06-08 2007-12-13 Tomtec Imaging Systems Gmbh Verfahren, Vorrichtung und Computerprogrammprodukt zum Auswerten von dynamischen Bildern einer Kavität
US7953612B1 (en) 2006-07-17 2011-05-31 Ecomglobalmedical Research & Development, Inc System and method for providing a searchable database of surgical information
US7983459B2 (en) 2006-10-25 2011-07-19 Rcadia Medical Imaging Ltd. Creating a blood vessel tree from imaging data
US7873194B2 (en) * 2006-10-25 2011-01-18 Rcadia Medical Imaging Ltd. Method and system for automatic analysis of blood vessel structures and pathologies in support of a triple rule-out procedure
US7940970B2 (en) * 2006-10-25 2011-05-10 Rcadia Medical Imaging, Ltd Method and system for automatic quality control used in computerized analysis of CT angiography
US7940977B2 (en) 2006-10-25 2011-05-10 Rcadia Medical Imaging Ltd. Method and system for automatic analysis of blood vessel structures to identify calcium or soft plaque pathologies
US7860283B2 (en) 2006-10-25 2010-12-28 Rcadia Medical Imaging Ltd. Method and system for the presentation of blood vessel structures and identified pathologies
JP5646128B2 (ja) * 2007-02-28 2014-12-24 株式会社東芝 医用画像検索システム
US8488857B2 (en) * 2007-03-06 2013-07-16 Koninklijke Philips Electronics N.V. Automated diagnosis and alignment supplemented with positron emission tomography (PET) and magnetic resonance (MR) flow estimation
US8275179B2 (en) * 2007-05-01 2012-09-25 3M Cogent, Inc. Apparatus for capturing a high quality image of a moist finger
US8411916B2 (en) * 2007-06-11 2013-04-02 3M Cogent, Inc. Bio-reader device with ticket identification
CA2702927A1 (en) * 2007-10-19 2009-04-23 Boston Scientific Scimed, Inc. Display of classifier output and confidence measure in an image
JP5771006B2 (ja) * 2007-12-20 2015-08-26 コーニンクレッカ フィリップス エヌ ヴェ ケースベースの意思決定支援のための方法及び装置
CN101911077B (zh) * 2007-12-27 2016-05-11 皇家飞利浦电子股份有限公司 用于分层搜索的方法和装置
US20090204338A1 (en) * 2008-02-13 2009-08-13 Nordic Bioscience A/S Method of deriving a quantitative measure of the instability of calcific deposits of a blood vessel
CN102056547B (zh) * 2008-06-03 2014-05-14 株式会社日立医疗器械 医用图像处理装置及医用图像处理方法
CN101283910B (zh) * 2008-06-05 2010-06-09 华北电力大学 一种获取冠状动脉血管运动信息的方法
US8199982B2 (en) 2008-06-18 2012-06-12 International Business Machines Corporation Mapping of literature onto regions of interest on neurological images
US9198612B2 (en) * 2008-07-08 2015-12-01 International Business Machines Corporation Determination of neuropsychiatric therapy mechanisms of action
US8548823B2 (en) * 2008-07-08 2013-10-01 International Business Machines Corporation Automatically determining ideal treatment plans for complex neuropsychiatric conditions
US8388529B2 (en) * 2008-07-08 2013-03-05 International Business Machines Corporation Differential diagnosis of neuropsychiatric conditions
US20100014755A1 (en) * 2008-07-21 2010-01-21 Charles Lee Wilson System and method for grid-based image segmentation and matching
KR101717695B1 (ko) 2008-09-25 2017-03-17 씨에이이 헬스케어 캐나다 인코포레이티드 의료 영상의 시뮬레이션
EP2338122B1 (en) * 2008-09-26 2018-12-05 Koninklijke Philips N.V. System and method for fusing clinical and image features for computer-aided diagnosis
US9918635B2 (en) * 2008-12-23 2018-03-20 Roche Diabetes Care, Inc. Systems and methods for optimizing insulin dosage
WO2010072387A2 (en) * 2008-12-23 2010-07-01 Roche Diagnostics Gmbh Management method and system for implementation, execution, data collection, and data analysis of a structured collection procedure which runs on a collection device
US20120011125A1 (en) 2008-12-23 2012-01-12 Roche Diagnostics Operations, Inc. Management method and system for implementation, execution, data collection, and data analysis of a structured collection procedure which runs on a collection device
US9117015B2 (en) 2008-12-23 2015-08-25 Roche Diagnostics Operations, Inc. Management method and system for implementation, execution, data collection, and data analysis of a structured collection procedure which runs on a collection device
US10437962B2 (en) * 2008-12-23 2019-10-08 Roche Diabetes Care Inc Status reporting of a structured collection procedure
US10456036B2 (en) 2008-12-23 2019-10-29 Roche Diabetes Care, Inc. Structured tailoring
US8849458B2 (en) * 2008-12-23 2014-09-30 Roche Diagnostics Operations, Inc. Collection device with selective display of test results, method and computer program product thereof
US8150708B2 (en) * 2009-02-17 2012-04-03 Virtual Radiologic Corporation Organizing medical images for display
US9414798B2 (en) * 2009-03-25 2016-08-16 Siemens Medical Solutions Usa, Inc. System and method for automatic trigger-ROI detection and monitoring during bolus tracking
EP2429644B1 (en) * 2009-04-30 2017-05-31 Medtronic, Inc. Patient state detection based on support vector machine based algorithm
RU2573218C2 (ru) * 2009-09-04 2016-01-20 Конинклейке Филипс Электроникс Н.В. Поддержка принятия клинических решений
JP2012235796A (ja) 2009-09-17 2012-12-06 Sharp Corp 診断処理装置、診断処理システム、診断処理方法、診断処理プログラム及びコンピュータ読み取り可能な記録媒体、並びに、分類処理装置
US8229551B2 (en) * 2009-11-24 2012-07-24 General Electric Company Method of presenting electrocardiographic data
WO2011070461A2 (en) 2009-12-10 2011-06-16 Koninklijke Philips Electronics N.V. Diagnostic techniques for continuous storage and joint analysis of both image and non-image medical data
JP5421756B2 (ja) * 2009-12-11 2014-02-19 富士フイルム株式会社 画像表示装置および方法並びにプログラム
RU2565521C2 (ru) * 2009-12-21 2015-10-20 Конинклейке Филипс Электроникс Н.В. Обработка набора данных изображения
US20110160783A1 (en) * 2009-12-31 2011-06-30 Bocek Joseph M Mri cardiac optimization
US20110235873A1 (en) * 2010-03-24 2011-09-29 Bio-Rad Laboratories (Israel) Inc. Extracting device-related data from graphical user interface
US20130023780A1 (en) * 2010-04-01 2013-01-24 Koninklijke Philips Electronics N.V. Bullseye display for ecg data
WO2011135507A1 (en) * 2010-04-28 2011-11-03 Koninklijke Philips Electronics N.V. Visualization of myocardial infarct size in diagnostic ecg
US8805663B2 (en) * 2010-05-18 2014-08-12 Saeed Ranjbar Solution navier-stocks equations of the blood as a non-newtonian fluid in the left ventricle
CN102939616B (zh) * 2010-06-14 2015-11-25 皇家飞利浦电子股份有限公司 组织分类
US8532933B2 (en) 2010-06-18 2013-09-10 Roche Diagnostics Operations, Inc. Insulin optimization systems and testing methods with adjusted exit criterion accounting for system noise associated with biomarkers
US9119540B2 (en) 2010-09-16 2015-09-01 Siemens Aktiengesellschaft Method and system for non-invasive assessment of coronary artery disease
US20120173151A1 (en) 2010-12-29 2012-07-05 Roche Diagnostics Operations, Inc. Methods of assessing diabetes treatment protocols based on protocol complexity levels and patient proficiency levels
CN103732134B (zh) 2010-12-29 2016-08-17 迪亚卡帝奥有限公司 用于自动左心室功能评价的系统、装置、设备和方法
JP5762008B2 (ja) * 2011-01-19 2015-08-12 株式会社東芝 医用画像処理装置、及び医用画像処理プログラム
CN102812380B (zh) * 2011-03-09 2016-01-20 株式会社东芝 医用图像处理装置
US20120259224A1 (en) * 2011-04-08 2012-10-11 Mon-Ju Wu Ultrasound Machine for Improved Longitudinal Tissue Analysis
CN102184330A (zh) * 2011-05-09 2011-09-14 周寅 一种基于影像特征和智能回归模型的优化调强放疗计划的方法
CN103518225B (zh) * 2011-05-10 2017-09-19 皇家飞利浦有限公司 心肌聚类与取向
US8755938B2 (en) 2011-05-13 2014-06-17 Roche Diagnostics Operations, Inc. Systems and methods for handling unacceptable values in structured collection protocols
US8766803B2 (en) 2011-05-13 2014-07-01 Roche Diagnostics Operations, Inc. Dynamic data collection
JP5870419B2 (ja) * 2011-05-19 2016-03-01 株式会社コーナン・メディカル 水晶体画像解析装置
US10049445B2 (en) * 2011-07-29 2018-08-14 Canon Kabushiki Kaisha Image processing apparatus and image processing method of a three-dimensional medical image
WO2013033028A1 (en) * 2011-08-26 2013-03-07 The Regents Of The University Of California Systems and methods for missing data imputation
US10446266B1 (en) * 2011-10-03 2019-10-15 Emerge Clinical Solutions, LLC System and method for optimizing nuclear imaging appropriateness decisions
US10162932B2 (en) * 2011-11-10 2018-12-25 Siemens Healthcare Gmbh Method and system for multi-scale anatomical and functional modeling of coronary circulation
FI124367B (fi) 2011-11-11 2014-07-31 Firstbeat Technologies Oy Menetelmä ja järjestelmä henkilön fysiologisen tilan kartoittamiseksi
US8834376B2 (en) 2012-02-28 2014-09-16 Her Majesty The Queen In Right Of Canada As Represented By The Minister Of Health Dispersive ultrasound technology as a diagnostic device for traumatic brain injuries
US9307920B2 (en) 2012-04-17 2016-04-12 Cardiac Pacemakers, Inc. Method and apparatus for automatic arrhythmia classification with confidence estimation
US10748645B2 (en) 2012-08-16 2020-08-18 Ginger.io, Inc. Method for providing patient indications to an entity
US10068060B2 (en) 2012-08-16 2018-09-04 Ginger.io, Inc. Method for modeling behavior and psychotic disorders
US10650920B2 (en) 2012-08-16 2020-05-12 Ginger.io, Inc. Method and system for improving care determination
US10741285B2 (en) 2012-08-16 2020-08-11 Ginger.io, Inc. Method and system for providing automated conversations
US10740438B2 (en) 2012-08-16 2020-08-11 Ginger.io, Inc. Method and system for characterizing and/or treating poor sleep behavior
US9836581B2 (en) 2012-08-16 2017-12-05 Ginger.io, Inc. Method for modeling behavior and health changes
US10265028B2 (en) 2012-08-16 2019-04-23 Ginger.io, Inc. Method and system for modeling behavior and heart disease state
US10068670B2 (en) 2012-08-16 2018-09-04 Ginger.io, Inc. Method for modeling behavior and depression state
US10276260B2 (en) 2012-08-16 2019-04-30 Ginger.io, Inc. Method for providing therapy to an individual
US10433740B2 (en) * 2012-09-12 2019-10-08 Heartflow, Inc. Systems and methods for estimating ischemia and blood flow characteristics from vessel geometry and physiology
US20140081659A1 (en) 2012-09-17 2014-03-20 Depuy Orthopaedics, Inc. Systems and methods for surgical and interventional planning, support, post-operative follow-up, and functional recovery tracking
US9339203B2 (en) * 2012-10-08 2016-05-17 Tosense, Inc. Internet-based system for evaluating ECG waveforms to estimate the degree of coronary blockage
US9675301B2 (en) * 2012-10-19 2017-06-13 Heartflow, Inc. Systems and methods for numerically evaluating vasculature
KR102043130B1 (ko) * 2012-11-16 2019-11-11 삼성전자주식회사 컴퓨터 보조 진단 방법 및 장치
US20230253114A1 (en) * 2012-12-03 2023-08-10 Ben F. Bruce Universal medical diagnostic system
US10344823B2 (en) * 2012-12-12 2019-07-09 Schaeffler Technologies AG & Co. KG Plate-link chain
KR20150106891A (ko) * 2012-12-31 2015-09-22 엠.아이. 메디컬 인센티브 리미티드 심혈관 검사 진단 및 모니터링 시스템 및 방법
US12131819B1 (en) 2016-07-18 2024-10-29 C/Hca, Inc. Utilizing predictive modeling to identify anomaly events
US9424395B2 (en) * 2013-03-04 2016-08-23 Heartflow, Inc. Method and system for sensitivity analysis in modeling blood flow characteristics
JP6422451B2 (ja) * 2013-03-13 2018-11-14 エフディーエヌエー インコーポレイテッド 被験者が病状に侵される可能性があるときを識別するシステム、方法およびコンピュータ可読媒体
CN104252693A (zh) * 2013-06-25 2014-12-31 胡翠萍 分子转录共振系统
JP2016527043A (ja) * 2013-08-09 2016-09-08 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 医療イメージング及び情報表示のための方法とシステム
JP5661890B2 (ja) * 2013-10-03 2015-01-28 キヤノン株式会社 情報処理装置、情報処理方法及びプログラム
US9092743B2 (en) * 2013-10-23 2015-07-28 Stenomics, Inc. Machine learning system for assessing heart valves and surrounding cardiovascular tracts
US10978184B2 (en) 2013-11-04 2021-04-13 Terarecon, Inc. Evolving contextual clinical data engine for medical information
US9700284B2 (en) * 2013-11-13 2017-07-11 Siemens Medical Solutions Usa, Inc. Three-dimensional ultrasound reconstruction with confidence information
JP6338849B2 (ja) 2013-12-11 2018-06-06 キヤノンメディカルシステムズ株式会社 画像解析装置、及び、ｘ線診断装置
RU2687760C2 (ru) 2014-05-12 2019-05-16 Конинклейке Филипс Н.В. Способ и система компьютерной стратификации пациентов на основе сложности случаев заболеваний
US20150331995A1 (en) * 2014-05-14 2015-11-19 Tiecheng Zhao Evolving contextual clinical data engine for medical data processing
US10219767B2 (en) 2014-10-13 2019-03-05 Koninklijke Philips N.V. Classification of a health state of tissue of interest based on longitudinal features
KR101611475B1 (ko) * 2014-11-25 2016-04-12 재단법인 아산사회복지재단 경피적 인공심장판막치환을 위한 임상의사결정지원 방법 및 시스템
DE102014226824A1 (de) * 2014-12-22 2016-06-23 Siemens Aktiengesellschaft Verfahren zum Bereitstellen eines lernbasierten Diagnoseunterstützungsmodells für zumindest ein Diagnosesystem
CN104636759B (zh) * 2015-02-28 2019-01-15 成都品果科技有限公司 一种获取图片推荐滤镜信息的方法及图片滤镜信息推荐系统
US11037070B2 (en) * 2015-04-29 2021-06-15 Siemens Healthcare Gmbh Diagnostic test planning using machine learning techniques
CN106169165B (zh) * 2015-05-20 2020-06-16 詹宇 面向诊疗数据的症状层次关联及预测方法
US20170071671A1 (en) * 2015-09-11 2017-03-16 Siemens Healthcare Gmbh Physiology-driven decision support for therapy planning
CN106562779B (zh) * 2015-10-12 2021-06-08 深圳迈瑞生物医疗电子股份有限公司 图形化显示心室射血分数变化的装置、方法和监护系统
CN105232082A (zh) * 2015-10-16 2016-01-13 深圳开立生物医疗科技股份有限公司 一种造影成像方法、装置及其超声设备
US10558783B2 (en) * 2015-10-30 2020-02-11 Medstreaming, Inc. Image data ingestion application of a medical imaging data processing and retrieval system
KR102425141B1 (ko) * 2016-03-09 2022-07-26 에코너스 인코퍼레이티드 인공지능 네트워크를 이용한 초음파 이미지 인식 시스템 및 방법
EP3223181B1 (en) 2016-03-24 2019-12-18 Sofradim Production System and method of generating a model and simulating an effect on a surgical repair site
US11129591B2 (en) * 2016-04-21 2021-09-28 The University Of British Columbia Echocardiographic image analysis
US20170308836A1 (en) * 2016-04-22 2017-10-26 Accenture Global Solutions Limited Hierarchical visualization for decision review systems
RU2664150C2 (ru) * 2016-05-05 2018-08-15 Ян Львович Габинский Коронарный паспорт человека
WO2017205836A1 (en) * 2016-05-26 2017-11-30 Icahn School Of Medicine At Mount Sinai Systems and methods for categorization
GB201610269D0 (en) 2016-06-13 2016-07-27 Isis Innovation Image-based diagnostic systems
WO2018013703A1 (en) 2016-07-12 2018-01-18 Mindshare Medical, Inc. Medical analytics system
EP3270331A1 (en) * 2016-07-15 2018-01-17 Little Brain NV A medical consultation support tool
US11309069B2 (en) * 2016-07-18 2022-04-19 C/Hca, Inc. Aggregating data to identify diversion events
US9589374B1 (en) * 2016-08-01 2017-03-07 12 Sigma Technologies Computer-aided diagnosis system for medical images using deep convolutional neural networks
US11610687B2 (en) * 2016-09-06 2023-03-21 Merative Us L.P. Automated peer review of medical imagery
USD843382S1 (en) * 2016-09-21 2019-03-19 Analytics For Life Display with graphical user interface
CN109964256B (zh) 2016-09-21 2024-03-01 生命解析公司 用于可视化有风险的心脏组织的方法和系统
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
US20180107791A1 (en) * 2016-10-17 2018-04-19 International Business Machines Corporation Cohort detection from multimodal data and machine learning
EP3568864B1 (en) * 2017-01-11 2025-07-02 Koninklijke Philips N.V. Method and system for automated inclusion or exclusion criteria detection
US12266018B1 (en) 2017-01-16 2025-04-01 Bind Benefits, Inc. Use determination risk coverage datastructure for on-demand and increased efficiency coverage detection and rebalancing apparatuses, processes and systems
US11478226B2 (en) 2017-01-19 2022-10-25 New York University System and method for ultrasound analysis
KR101978317B1 (ko) * 2017-02-28 2019-05-14 연세대학교 산학협력단 Ｃｔ 영상 데이터베이스 기반 심장 영상의 영역화 방법 및 그 장치
US10192640B2 (en) * 2017-03-01 2019-01-29 Siemens Healthcare Gmbh Fractional flow reserve decision support system
GB201703575D0 (en) 2017-03-06 2017-04-19 Thinksono Ltd Blood vessel obstruction diagnosis method, apparatus & system
EP3384848B1 (de) 2017-04-04 2021-06-23 Siemens Healthcare GmbH Flexibler einsatz eines klinischen entscheidungsunterstützungssystems
CN110235206B (zh) * 2017-04-07 2023-05-09 北京悦琦创通科技有限公司 推理机训练方法和装置、升级方法和装置及存储介质
GB201706149D0 (en) * 2017-04-18 2017-05-31 King S College London System and method for medical imaging
EP3404666B1 (en) * 2017-04-28 2026-01-28 Siemens Healthineers AG Rapid assessment and outcome analysis for medical patients
CN110914865B (zh) * 2017-05-18 2023-08-11 皇家飞利浦有限公司 时间心脏图像的卷积深度学习分析
JP7393947B2 (ja) 2017-05-22 2023-12-07 ジェネテシス エルエルシー 生体電磁界における異常の機械識別
KR102645120B1 (ko) * 2017-06-16 2024-03-08 렌슬러 폴리테크닉 인스티튜트 신경 네트워크들을 이용하여 단층촬영 이미지 재구축 및 라디오믹스를 통합하기 위한 시스템 및 방법
CN111107783B (zh) 2017-06-19 2022-08-05 维兹人工智能公司 用于计算机辅助分诊的方法和系统
US10733730B2 (en) 2017-06-19 2020-08-04 Viz.ai Inc. Method and system for computer-aided triage
EP3420913B1 (en) 2017-06-26 2020-11-18 Samsung Medison Co., Ltd. Ultrasound imaging apparatus and control method thereof
EP3422037A1 (en) * 2017-06-27 2019-01-02 Koninklijke Philips N.V. Method and device for determining a motion field from k-space data
EP3431005A1 (en) * 2017-07-19 2019-01-23 Koninklijke Philips N.V. Inflammation estimation from x-ray image data
US11134877B2 (en) 2017-08-09 2021-10-05 Genetesis, Inc. Biomagnetic detection
US12262997B2 (en) 2017-08-09 2025-04-01 Genetesis, Inc. Biomagnetic detection
DE102017215829A1 (de) * 2017-09-07 2018-12-06 Siemens Healthcare Gmbh Verfahren und Datenverarbeitungseinheit zum Ermitteln von Klassifikationsdaten für eine Adaption eines Untersuchungsprotokolls
US11010677B2 (en) * 2017-09-30 2021-05-18 Oracle International Corporation Event management system
US11605447B2 (en) * 2017-10-27 2023-03-14 Siemens Healthcare Gmbh Intelligent agents for patient management
US10719580B2 (en) * 2017-11-06 2020-07-21 International Business Machines Corporation Medical image manager with automated synthetic image generator
CN107958262A (zh) * 2017-11-07 2018-04-24 湖南明康中锦医疗科技发展有限公司 综合护理平台、综合护理的方法及存储介质
US11264135B2 (en) * 2017-11-10 2022-03-01 Siemens Medical Solutions Usa, Inc. Machine-aided workflow in ultrasound imaging
CN107977958A (zh) * 2017-11-21 2018-05-01 郑州云海信息技术有限公司 一种图像诊断方法和装置
CN109841278A (zh) * 2017-11-28 2019-06-04 长庚医疗财团法人林口长庚纪念医院 一种以心血管标志及机械学习运算法进行冠心症筛检的方法
GB2569332B (en) 2017-12-13 2021-06-09 Univ Oxford Innovation Ltd Method and apparatus for analysing images
GB2569333A (en) * 2017-12-13 2019-06-19 Univ Oxford Innovation Ltd Diagnostic modelling method and apparatus
CN109754877B (zh) * 2018-01-23 2023-12-22 上海移视网络科技有限公司 一种基于人工智能的十二导联标准心电图急性心肌梗死智能判别系统
CN111727478B (zh) * 2018-02-16 2025-05-06 谷歌有限责任公司 使用深度卷积网络从医学文本中自动提取结构化标签并将其用于训练计算机视觉模型
JP2021516108A (ja) * 2018-03-08 2021-07-01 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 機械学習ベースの血管イメージングにおける決定フォーカスの分解及びステアリング
US11950961B2 (en) 2018-03-14 2024-04-09 The Regents Of The University Of California Automated cardiac function assessment by echocardiography
EP3539464B1 (en) * 2018-03-16 2025-01-15 Tata Consultancy Services Limited System for classification of coronary artery disease based on metadata and cardiovascular signals
CN108877924A (zh) * 2018-03-30 2018-11-23 杭州依图医疗技术有限公司 一种哮喘概率的确定方法及装置
CN108670297B (zh) * 2018-04-19 2021-10-12 上海大学 基于多模态经颅超声的帕金森病辅助分析系统及方法
EP3564961A1 (en) * 2018-05-03 2019-11-06 Koninklijke Philips N.V. Interactive coronary labeling using interventional x-ray images and deep learning
CN109009222A (zh) * 2018-06-19 2018-12-18 杨成伟 面向心脏病类型和严重程度的智能评估诊断方法及系统
US11561938B1 (en) * 2018-07-31 2023-01-24 Cerner Innovation, Inc. Closed-loop intelligence
US11908573B1 (en) 2020-02-18 2024-02-20 C/Hca, Inc. Predictive resource management
US10751029B2 (en) * 2018-08-31 2020-08-25 The University Of British Columbia Ultrasonic image analysis
GB201820044D0 (en) * 2018-10-29 2019-01-23 Univ Oxford Innovation Ltd Radiomic signature of an epicardial region
WO2020061562A1 (en) * 2018-09-21 2020-03-26 Alexander Davis A data processing system for detecting health risks and causing treatment responsive to the detection
US11934944B2 (en) 2018-10-04 2024-03-19 International Business Machines Corporation Neural networks using intra-loop data augmentation during network training
EP3861560A1 (en) 2018-10-05 2021-08-11 Imperial College Of Science, Technology And Medicine Method for detecting adverse cardiac events
SE1851364A1 (en) * 2018-11-01 2020-05-02 Brainehealth Ab Method and system for determining a specific test to be performed in order to determine the biological condition of a biological subject
CN109303574A (zh) * 2018-11-05 2019-02-05 深圳开立生物医疗科技股份有限公司 一种识别冠脉异常的方法及装置
US10943681B2 (en) * 2018-11-21 2021-03-09 Enlitic, Inc. Global multi-label generating system
CN113168915B (zh) * 2018-11-30 2024-10-15 波士顿科学心脏诊断技术公司 多通道和伴心律迁移学习
CN111261289A (zh) * 2018-11-30 2020-06-09 上海图灵医疗科技有限公司 一种基于人工智能模型的心脏疾病的检测方法
JP7267000B2 (ja) * 2018-12-06 2023-05-01 キヤノンメディカルシステムズ株式会社 医用画像処理装置、核医学診断装置、医用画像処理方法、および学習装置
US12001939B2 (en) 2018-12-11 2024-06-04 Eko.Ai Pte. Ltd. Artificial intelligence (AI)-based guidance for an ultrasound device to improve capture of echo image views
US12400762B2 (en) 2018-12-11 2025-08-26 Eko.Ai Pte. Ltd. Automatic clinical workflow that recognizes and analyzes 2D and doppler modality echocardiogram images for automated cardiac measurements and diagnosis of cardiac amyloidosis and hypertrophic cardiomyopathy
US11931207B2 (en) 2018-12-11 2024-03-19 Eko.Ai Pte. Ltd. Artificial intelligence (AI) recognition of echocardiogram images to enhance a mobile ultrasound device
SG11202105378QA (en) * 2018-12-11 2021-06-29 Eko Ai Pte Ltd Automatic clinical workflow that recognizes and analyzes 2d and doppler modality echocardiogram images for automatic cardiac measurements and the diagnosis, prediction and prognosis of heart disease
US10930386B2 (en) 2018-12-11 2021-02-23 International Business Machines Corporation Automated normality scoring of echocardiograms
US11446009B2 (en) 2018-12-11 2022-09-20 Eko.Ai Pte. Ltd. Clinical workflow to diagnose heart disease based on cardiac biomarker measurements and AI recognition of 2D and doppler modality echocardiogram images
US12322100B2 (en) 2018-12-11 2025-06-03 Eko.Ai Pte. Ltd. Automatic clinical workflow that recognizes and analyzes 2D and doppler modality echocardiogram images for automated cardiac measurements and grading of aortic stenosis severity
CA3124755A1 (en) * 2018-12-26 2020-07-02 Analytics For Life Inc. Methods and systems to configure and use neural networks in characterizing physiological systems
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
US10813612B2 (en) 2019-01-25 2020-10-27 Cleerly, Inc. Systems and method of characterizing high risk plaques
EP3918987B1 (en) 2019-01-31 2025-12-24 FUJIFILM Corporation Trained model
EP3921796A4 (en) * 2019-02-06 2022-11-30 The University of British Columbia ANALYSIS OF NEURAL NETWORK IMAGES
US11585869B2 (en) 2019-02-08 2023-02-21 Genetesis, Inc. Biomagnetic field sensor systems and methods for diagnostic evaluation of cardiac conditions
JP7083924B2 (ja) 2019-02-14 2022-06-13 オリンパス株式会社 超音波診断装置、超音波診断装置の作動方法および超音波診断装置の作動プログラム
CN109872814A (zh) * 2019-03-04 2019-06-11 中国石油大学(华东) 一种基于深度学习的胆石病智能辅助诊断系统
US20200303060A1 (en) * 2019-03-18 2020-09-24 Nvidia Corporation Diagnostics using one or more neural networks
WO2020187952A1 (en) * 2019-03-20 2020-09-24 Koninklijke Philips N.V. Ai-enabled echo confirmation workflow environment
US11263497B2 (en) * 2019-06-21 2022-03-01 StraxCorp Pty. Ltd. Method and system for machine learning classification based on structure or material segmentation in an image
US11462318B2 (en) 2019-06-27 2022-10-04 Viz.ai Inc. Method and system for computer-aided triage of stroke
CN110349149B (zh) * 2019-07-12 2022-06-24 广东省人民医院(广东省医学科学院) 基于深度神经网络和形态相似度的先心病分类系统及方法
CN110400298B (zh) * 2019-07-23 2023-10-31 中山大学 心脏临床指标的检测方法、装置、设备及介质
US11883206B2 (en) 2019-07-29 2024-01-30 Hologic, Inc. Personalized breast imaging system
WO2021022206A1 (en) * 2019-07-31 2021-02-04 Hologic, Inc. Systems and methods for automating clinical workflow decisions and generating a priority read indicator
CN110292439A (zh) * 2019-07-31 2019-10-01 东北大学 基于增强现实的心脏支架手术辅助诊疗系统及使用方法
CN110706803B (zh) * 2019-08-20 2023-06-27 南京医基云医疗数据研究院有限公司 一种确定心肌纤维化的方法、装置、可读介质及电子设备
CN110731777B (zh) * 2019-09-16 2023-07-25 平安科技（深圳）有限公司 基于图像识别的左心室测量方法、装置以及计算机设备
JP7465342B2 (ja) 2019-09-27 2024-04-10 ホロジック， インコーポレイテッド ２ｄ／３ｄ乳房画像を精査するための読み取り時間および読み取り複雑性を予測するためのａｉシステム
CN110751629A (zh) * 2019-09-29 2020-02-04 中国科学院深圳先进技术研究院 一种心肌影像分析装置及设备
CN110808096B (zh) * 2019-10-30 2022-04-19 北京邮电大学 基于卷积神经网络的心脏病变自动检测系统
KR20220102635A (ko) * 2019-11-15 2022-07-20 가이징거 클리닉 심장의 비디오를 사용하여 환자 평가 변수의 예측을 개선시키기 위한 심층 신경망 시스템 및 방법
US12272445B1 (en) * 2019-12-05 2025-04-08 Masimo Corporation Automated medical coding
CN110739050B (zh) * 2019-12-20 2020-07-28 深圳大学 一种左心室全参数及置信度的量化方法
JP7456151B2 (ja) * 2019-12-24 2024-03-27 コニカミノルタ株式会社 超音波診断装置、超音波診断装置の制御方法、及び、超音波診断装置の制御プログラム
CA3164059A1 (en) * 2019-12-30 2021-07-08 Medo Dx Pte. Ltd Apparatus and method for automated analyses of ultrasound images
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
JP2023509514A (ja) 2020-01-07 2023-03-08 クリールリー、 インコーポレーテッド 医用画像分析、診断、重症度分類、意思決定、および／または疾患追跡のためのシステム、方法、およびデバイス
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
EP3866176A1 (en) * 2020-02-17 2021-08-18 Siemens Healthcare GmbH Machine-based risk prediction for peri-procedural myocardial infarction or complication from medical data
CN115243619B (zh) * 2020-03-06 2025-11-11 欧特罗米斯有限公司 使用神经网络评估心脏参数
US11704803B2 (en) 2020-03-30 2023-07-18 The Board Of Trustees Of The Leland Stanford Junior University Methods and systems using video-based machine learning for beat-to-beat assessment of cardiac function
CN111582370B (zh) * 2020-05-08 2023-04-07 重庆工贸职业技术学院 一种基于粗糙集优化的脑转移瘤预后指标约简及分类方法
CN116157055A (zh) 2020-05-27 2023-05-23 吉尼泰西斯公司 使用磁场图检测冠状动脉疾病的系统和设备
CN113851202A (zh) * 2020-06-26 2021-12-28 西门子医疗有限公司 用于标识相似的预存储医学数据集的方法和布置
CN111816308B (zh) * 2020-07-13 2023-09-29 中国医学科学院阜外医院 一种通过面部图片分析预测冠心病发病风险的系统
CN111870279B (zh) * 2020-07-31 2022-01-28 西安电子科技大学 超声图像左室心肌的分割方法、系统及应用
CN112100286A (zh) * 2020-08-14 2020-12-18 华南理工大学 基于多维度数据的计算机辅助决策方法、装置、系统及服务器
EP3967221A1 (en) * 2020-09-14 2022-03-16 Johann Wolfgang Goethe-Universität Frankfurt Quantitative imaging of the heart muscle
CN111985584B (zh) * 2020-09-30 2021-01-08 平安科技（深圳）有限公司 基于多模态数据的疾病辅助检测设备、方法、装置及介质
US20220164951A1 (en) 2020-11-20 2022-05-26 Hologic, Inc. Systems and methods for using ai to identify regions of interest in medical images
CN116419716B (zh) * 2020-12-29 2025-04-29 深圳迈瑞生物医疗电子股份有限公司 周期性参数的分析方法和超声成像系统
CN113317797B (zh) * 2021-04-05 2022-11-08 宁波工程学院 一种结合医疗领域知识的可解释心律失常分类方法
US11710576B2 (en) 2021-05-24 2023-07-25 OrangeDot, Inc. Method and system for computer-aided escalation in a digital health platform
CN113384293A (zh) * 2021-06-12 2021-09-14 北京医院 基于二维斑点追踪技术冠心病筛查的集成机器学习方法
US11694807B2 (en) * 2021-06-17 2023-07-04 Viz.ai Inc. Method and system for computer-aided decision guidance
CN115547482A (zh) * 2021-06-29 2022-12-30 四川大学华西医院 一种辅助诊断经典型发热待查患者的病因的系统
US20230018833A1 (en) * 2021-07-19 2023-01-19 GE Precision Healthcare LLC Generating multimodal training data cohorts tailored to specific clinical machine learning (ml) model inferencing tasks
JP7092244B1 (ja) 2021-08-30 2022-06-28 コニカミノルタ株式会社 医療情報管理装置及び医療情報管理プログラム
CN113674859A (zh) * 2021-09-06 2021-11-19 上海交通大学医学院附属上海儿童医学中心 一种心脏出生缺陷诊断方法及系统
CN113643285B (zh) * 2021-09-16 2024-09-13 人工智能与数字经济广东省实验室(广州) 基于人工神经网络的心肌靶心图分析方法、系统和介质
CN113963779A (zh) * 2021-10-26 2022-01-21 河南省人民医院 心肌纤维化智能化分析方法和系统
KR20230077065A (ko) * 2021-11-25 2023-06-01 이준호 인공지능 기술을 이용한 심장 정량 분석 및 자가 진단 장치
CN114358154A (zh) * 2021-12-23 2022-04-15 天津医科大学总医院 人工智能在核素心肌灌注显像中的辅助诊断系统、方法及应用
US12406365B2 (en) 2022-03-10 2025-09-02 Cleerly, Inc. Systems, devices, and methods for non-invasive image-based plaque analysis and risk determination
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
US12440180B2 (en) 2022-03-10 2025-10-14 Cleerly, Inc. Systems, devices, and methods for non-invasive image-based plaque analysis and risk determination
US12292912B2 (en) 2022-03-25 2025-05-06 OrangeDot, Inc. Method and system for intent-based action recommendations and/or fulfillment in a messaging platform
WO2023183914A1 (en) 2022-03-25 2023-09-28 OrangeDot, Inc. Method and system for automatically determining responses in a messaging platform
US12102485B2 (en) * 2022-04-05 2024-10-01 Icahn School Of Medicine At Mount Sinai Surfacing insights into left and right ventricular dysfunction through deep learning
EP4261843A1 (en) 2022-04-15 2023-10-18 Koninklijke Philips N.V. Methods and systems for echocardiography-based prediction of coronary artery disease
AU2023267536A1 (en) 2022-05-11 2024-11-21 OrangeDot, Inc. Method and system for automatically prioritizing content provided to a user
WO2024025326A1 (ko) * 2022-07-29 2024-02-01 주식회사 메디컬에이아이 심전도 판독 서비스를 제공하는 방법, 프로그램 및 장치
CN115177291B (zh) * 2022-08-01 2023-11-10 首都医科大学附属北京朝阳医院 用于识别重症监护病房获得性肌无力的方法和装置
WO2024032811A1 (zh) * 2022-08-12 2024-02-15 深圳迈瑞生物医疗电子股份有限公司 生命信息处理系统和生命信息处理方法
KR102846159B1 (ko) * 2022-10-25 2025-08-13 주식회사 온택트헬스 심장 초음파 영상에 대한 정보 제공 방법 및 이를 이용한 심장 초음파 영상에 대한 정보 제공용 디바이스
US12527544B2 (en) * 2022-11-16 2026-01-20 Caption Health, Inc. Heart rhythm determination using machine learning
JP2024148785A (ja) * 2023-04-06 2024-10-18 キヤノン株式会社 情報処理装置、情報処理方法、およびプログラム
CN116130107A (zh) * 2023-04-14 2023-05-16 淄博市中心医院 基于时域分析的瓣膜置换术早期临床评估方法及系统
JP2025073531A (ja) * 2023-10-27 2025-05-13 富士フイルム株式会社 医用判定支援装置及び医用判定支援プログラム
JP2025073530A (ja) * 2023-10-27 2025-05-13 富士フイルム株式会社 医用判定支援装置及び医用判定支援プログラム
WO2025098887A1 (en) 2023-11-10 2025-05-15 Koninklijke Philips N.V. Probability of medical condition
EP4553849A1 (en) * 2023-11-10 2025-05-14 Koninklijke Philips N.V. Probability of medical condition
WO2025124977A1 (en) * 2023-12-15 2025-06-19 Koninklijke Philips N.V. Systems and methods for cardiac stress test risk monitoring
CN118841144B (zh) * 2024-09-20 2025-03-25 北京智能星空科技有限公司 基于人工智能的心血管疾病医疗数据线上交互的方法及系统

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1996012187A1 (en) * 1994-10-13 1996-04-25 Horus Therapeutics, Inc. Computer assisted methods for diagnosing diseases
US5860917A (en) * 1997-01-15 1999-01-19 Chiron Corporation Method and apparatus for predicting therapeutic outcomes
US6028956A (en) * 1997-04-04 2000-02-22 Kofile Inc. Object location and span determination method and apparatus which determines a location and span of an object in an image
US6021404A (en) * 1997-08-18 2000-02-01 Moukheibir; Nabil W. Universal computer assisted diagnosis
JP4116122B2 (ja) * 1997-11-28 2008-07-09 株式会社東芝 超音波診断装置及び超音波画像処理装置
US6674879B1 (en) * 1998-03-30 2004-01-06 Echovision, Inc. Echocardiography workstation
US6099469A (en) * 1998-06-02 2000-08-08 Armstrong; E. Glenn Reflex algorithm for early and cost effective diagnosis of myocardial infractions suitable for automated diagnostic platforms
GB9920401D0 (en) * 1999-08-27 1999-11-03 Isis Innovation Non-rigid motion image analysis
AU7749100A (en) 1999-10-04 2001-05-10 University Of Florida Local diagnostic and remote learning neural networks for medical diagnosis
JP2001351090A (ja) * 2000-06-06 2001-12-21 Fuji Photo Film Co Ltd 異常陰影候補検出方法および検出システム
JP3725442B2 (ja) * 2001-04-18 2005-12-14 株式会社東芝 医用画像診断装置及びその方法
EP1440390A2 (en) * 2001-11-02 2004-07-28 Siemens Medical Solutions USA, Inc. Patient data mining with population-based analysis
US20030191666A1 (en) * 2002-04-09 2003-10-09 Kline Jeffrey A. System and method for evaluating pretest probabilities of life-threatening diseases
JP4087640B2 (ja) 2002-05-14 2008-05-21 富士フイルム株式会社 疾患候補情報出力システム
US8538098B2 (en) * 2002-06-28 2013-09-17 Koninklijke Philips N.V. Image processing method for displaying information relating to parietal motions of a deformable 3-D object

Also Published As

Publication number Publication date
EP1711908B1 (en) 2017-05-31
US7912528B2 (en) 2011-03-22
WO2005081168A2 (en) 2005-09-01
EP1711908A2 (en) 2006-10-18
US20050020903A1 (en) 2005-01-27
CA2555080A1 (en) 2005-09-01
AU2004316027A1 (en) 2005-09-01
CN1914617A (zh) 2007-02-14
JP2007527743A (ja) 2007-10-04
AU2004316027B2 (en) 2009-07-30
WO2005081168A3 (en) 2005-12-01

Similar Documents

Publication Publication Date Title
CA2555080C (en) Systems and methods for automated diagnosis and decision support for heart related diseases and conditions
US7693315B2 (en) Systems and methods for providing automated regional myocardial assessment for cardiac imaging
Kusunose et al. A deep learning approach for assessment of regional wall motion abnormality from echocardiographic images
AU2004251359B2 (en) Systems and methods for automated diagnosis and decision support for breast imaging
US7653227B2 (en) Hierarchical modeling in medical abnormality detection
WO2020038873A1 (en) Data-driven estimation of predictive digital twin models from medical data
US20180315505A1 (en) Optimization of clinical decision making
Mazzanti et al. Imaging, health record, and artificial intelligence: hype or hope?
CN114255207A (zh) 用于确定重要性评分的方法和系统
Qazi et al. Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks.
Nasimov et al. Deep learning algorithm for classifying dilated cardiomyopathy and hypertrophic cardiomyopathy in transport workers
Magyar et al. RVENet: A large echocardiographic dataset for the deep learning-based assessment of right ventricular function
Aruchamy et al. Identifying the fetal heart rate and gender with intuitionistic fuzzy total edge magic labelling
Slobodzian et al. Method for interpreting decisions made by deep learning models
Andreychenko et al. Digital public health technologies: rationale for a multidisciplinary research laboratory
ELSHAFEY DETECTION OF MYOCARDIAL INFARCTION USING DEEP LEARNING TECHNIQUES
D’Urso Wharfree-Net: A Hybrid and Interpretable System for Left Atrial-to-Aortic Ratio Estimation in Veterinary Echocardiography
Singh et al. Intelligent Computing Techniques in Biomedical Imaging: Methods, Case Studies, and Applications
Ly Integrating Expertise: Domain-Driven AI Approaches for Cardiovascular Disease
Chiarugi et al. ECG and echocardiography processing for decision support in heart failure
Yamini et al. Artificial Intelligence and Reliability Metrics in Medical Image Analysis
Qaziϕ et al. Automated Heart Wall Motion Abnormality Detection From Ultrasound Images using Bayesian Networks

Legal Events

Date Code Title Description
EEER Examination request
MKLA Lapsed

Effective date: 20191206