CN112055879B - 用于基于医学报告中的文本数据来生成医学图像的方法和系统 - Google Patents

用于基于医学报告中的文本数据来生成医学图像的方法和系统 Download PDF

Info

Publication number
CN112055879B
CN112055879B CN201980026594.4A CN201980026594A CN112055879B CN 112055879 B CN112055879 B CN 112055879B CN 201980026594 A CN201980026594 A CN 201980026594A CN 112055879 B CN112055879 B CN 112055879B
Authority
CN
China
Prior art keywords
medical
images
image
text data
generation system
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.)
Active
Application number
CN201980026594.4A
Other languages
English (en)
Chinese (zh)
Other versions
CN112055879A (zh
Inventor
O·F·法里
R·斯里尼瓦桑
V·巴萨瓦劳伊帕蒂尔欧卡里
R·B·帕蒂尔
K·帕拉尼萨米
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.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of CN112055879A publication Critical patent/CN112055879A/zh
Application granted granted Critical
Publication of CN112055879B publication Critical patent/CN112055879B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • 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
    • 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
    • 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
    • G06T2210/00—Indexing scheme for image generation or computer graphics
    • G06T2210/41—Medical

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Theoretical Computer Science (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • General Engineering & Computer Science (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
CN201980026594.4A 2018-03-16 2019-03-15 用于基于医学报告中的文本数据来生成医学图像的方法和系统 Active CN112055879B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862643816P 2018-03-16 2018-03-16
US62/643816 2018-03-16
PCT/EP2019/056577 WO2019175404A1 (en) 2018-03-16 2019-03-15 Method and system for generating medical image based on textual data in medical report

Publications (2)

Publication Number Publication Date
CN112055879A CN112055879A (zh) 2020-12-08
CN112055879B true CN112055879B (zh) 2024-10-01

Family

ID=65812326

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201980026594.4A Active CN112055879B (zh) 2018-03-16 2019-03-15 用于基于医学报告中的文本数据来生成医学图像的方法和系统

Country Status (5)

Country Link
US (1) US11403786B2 (https=)
EP (1) EP3766078B1 (https=)
JP (1) JP7500428B2 (https=)
CN (1) CN112055879B (https=)
WO (1) WO2019175404A1 (https=)

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE112021003110T5 (de) * 2020-06-04 2023-03-23 Fujifilm Corporation Bilderzeugungsvorrichtung, bilderzeugungsverfahren,bilderzeugungsprogramm, lernvorrichtung, lernverfahren und lernprogramm
US12321865B2 (en) * 2021-01-25 2025-06-03 Salesforce, Inc. Event prediction based on multimodal learning
CN113159134A (zh) * 2021-03-29 2021-07-23 宁波市科技园区明天医网科技有限公司 基于乳腺结构化报告的智能化诊断评估方法
KR20240008838A (ko) * 2021-03-31 2024-01-19 시로나 메디컬, 인크. 인공 지능-보조 이미지 분석을 위한 시스템 및 방법
JP7653839B2 (ja) * 2021-05-26 2025-03-31 富士フイルム株式会社 内視鏡業務支援装置及び内視鏡業務支援システム並びに内視鏡業務支援装置の作動方法
CN113808712B (zh) * 2021-08-24 2025-06-24 武汉联影医疗科技有限公司 医学数据传输方法、装置、计算机设备和存储介质
CN113723360B (zh) * 2021-09-16 2023-10-27 益佳福(杭州)科技有限责任公司 基于ecg和对抗增强门控循环网络多源血管内超声关键帧自动检索方法
CN113990473B (zh) * 2021-10-28 2022-09-30 上海昆亚医疗器械股份有限公司 一种医疗设备运维信息收集分析系统及其使用方法
US11869128B2 (en) 2021-12-14 2024-01-09 Fujitsu Limited Image generation based on ethical viewpoints
US12308111B2 (en) * 2022-06-08 2025-05-20 GE Precision Healthcare LLC Methods for interactive annotation of medical images in a client-server architecture
CN116246757B (zh) * 2023-02-28 2025-09-16 中国科学院深圳先进技术研究院 一种基于医学报告合成超声图像的方法、系统及终端
US20250029734A1 (en) * 2023-07-19 2025-01-23 BioSpark AI Technologies Inc. Systems and methods for patient data management
WO2025046740A1 (ja) * 2023-08-29 2025-03-06 日本電気株式会社 情報処理装置、処理方法及び記憶媒体
US12505905B2 (en) 2023-11-22 2025-12-23 RAD AI, Inc. Method and system for the computer-aided processing of medical images
WO2025111245A1 (en) 2023-11-22 2025-05-30 RAD AI, Inc. System and method for automatically displaying information at a radiologist dashboard
KR20250140795A (ko) * 2024-03-19 2025-09-26 부산대학교 산학협력단 의료 기록 시스템
CN118471487B (zh) * 2024-07-12 2024-11-05 福建自贸试验区厦门片区Manteia数据科技有限公司 基于多源异构数据的诊疗方案生成装置以及电子设备
CN120995421B (zh) * 2025-10-22 2026-01-06 中国人民解放军海军潜艇学院 一种基于深度学习的学生多学科成绩关联分析方法及系统

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107767928A (zh) * 2017-09-15 2018-03-06 深圳市前海安测信息技术有限公司 基于人工智能的医学影像报告生成系统及方法

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2010120061A2 (ko) * 2009-04-16 2010-10-21 주식회사 인트로메딕 클라이언트 단말의 의료 데이터 프로세싱 장치 및 의료 영상데이터 처리 방법
RU2604698C2 (ru) 2011-03-16 2016-12-10 Конинклейке Филипс Н.В. Способ и система интеллектуального связывания медицинских данных
EP3049972B1 (en) 2013-09-27 2019-11-06 Koninklijke Philips N.V. Enabling review of a medical image
JP2015203920A (ja) 2014-04-11 2015-11-16 キヤノン株式会社 類似症例検索システム、類似症例検索方法及びプログラム
BR112017019015A2 (pt) 2015-03-09 2018-04-17 Koninklijke Philips N.V. sistema que facilita o uso de palavras-chave inseridas pelo usuário para buscar conceitos clínicos relacionados, e método para facilitar o uso de palavras-chave inseridas pelo usuário para buscar conceitos clínicos relacionados
US9846938B2 (en) 2015-06-01 2017-12-19 Virtual Radiologic Corporation Medical evaluation machine learning workflows and processes
US10275877B2 (en) * 2015-06-12 2019-04-30 International Business Machines Corporation Methods and systems for automatically determining diagnosis discrepancies for clinical images
WO2017151757A1 (en) * 2016-03-01 2017-09-08 The United States Of America, As Represented By The Secretary, Department Of Health And Human Services Recurrent neural feedback model for automated image annotation
US20170262583A1 (en) * 2016-03-11 2017-09-14 International Business Machines Corporation Image processing and text analysis to determine medical condition

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107767928A (zh) * 2017-09-15 2018-03-06 深圳市前海安测信息技术有限公司 基于人工智能的医学影像报告生成系统及方法

Also Published As

Publication number Publication date
JP2021518599A (ja) 2021-08-02
EP3766078A1 (en) 2021-01-20
CN112055879A (zh) 2020-12-08
WO2019175404A1 (en) 2019-09-19
US20200410721A1 (en) 2020-12-31
US11403786B2 (en) 2022-08-02
EP3766078B1 (en) 2023-11-01
JP7500428B2 (ja) 2024-06-17

Similar Documents

Publication Publication Date Title
CN112055879B (zh) 用于基于医学报告中的文本数据来生成医学图像的方法和系统
US11380432B2 (en) Systems and methods for improved analysis and generation of medical imaging reports
US12198342B2 (en) Method and system for computer-aided triage
Rajkomar et al. High-throughput classification of radiographs using deep convolutional neural networks
JP5952835B2 (ja) 撮像プロトコルの更新及び／又はリコメンダ
US20180204325A1 (en) Medical evaluation machine learning workflows and processes
US9600628B2 (en) Automatic generation of semantic description of visual findings in medical images
US20140006926A1 (en) Systems and methods for natural language processing to provide smart links in radiology reports
JP6796060B2 (ja) 画像レポート注釈同定
JP2019153250A (ja) 医療文書作成支援装置、方法およびプログラム
US10282516B2 (en) Medical imaging reference retrieval
JP2015203920A (ja) 類似症例検索システム、類似症例検索方法及びプログラム
US11574717B2 (en) Medical document creation support apparatus, medical document creation support method, and medical document creation support program
JP2019512800A (ja) 医用文書から診断対象を抽出するための方法および装置
JP2019149005A (ja) 医療文書作成支援装置、方法およびプログラム
US20200043583A1 (en) System and method for workflow-sensitive structured finding object (sfo) recommendation for clinical care continuum
JPWO2019208130A1 (ja) 医療文書作成支援装置、方法およびプログラム、学習済みモデル、並びに学習装置、方法およびプログラム
EP4465301A1 (en) Interactive and explainable co-decision-making reporting system
WO2024235686A1 (en) Interactive and explainable co-decision-making reporting system
Hassan et al. Ultrasound image augmentation by tumor margin appending for robust deep learning based breast lesion classification
US12224047B2 (en) Systems and methods of radiology report processing and display
Müller Frameworks in medical image analysis with deep neural networks
CN119650011A (zh) 生成图像注释工具的方法
US20180303400A1 (en) Automated stroke detection and treatment support system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant