SG11202000693YA - Method and device for generating medical report - Google Patents

Method and device for generating medical report

Info

Publication number
SG11202000693YA
SG11202000693YA SG11202000693YA SG11202000693YA SG11202000693YA SG 11202000693Y A SG11202000693Y A SG 11202000693YA SG 11202000693Y A SG11202000693Y A SG 11202000693YA SG 11202000693Y A SG11202000693Y A SG 11202000693YA SG 11202000693Y A SG11202000693Y A SG 11202000693YA
Authority
SG
Singapore
Prior art keywords
medical report
generating medical
generating
report
medical
Prior art date
Application number
SG11202000693YA
Other languages
English (en)
Inventor
Chenyu Wang
Jianzong Wang
Jing Xiao
Original Assignee
Ping An Technology Shenzhen Co Ltd
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 Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Publication of SG11202000693YA publication Critical patent/SG11202000693YA/en

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
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • 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; CALCULATING OR 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
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Biomedical Technology (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Image Analysis (AREA)
SG11202000693YA 2018-05-14 2018-07-19 Method and device for generating medical report SG11202000693YA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810456351.1A CN109147890B (zh) 2018-05-14 2018-05-14 一种医学报告的生成方法及设备
PCT/CN2018/096266 WO2019218451A1 (zh) 2018-05-14 2018-07-19 一种医学报告的生成方法及设备

Publications (1)

Publication Number Publication Date
SG11202000693YA true SG11202000693YA (en) 2020-02-27

Family

ID=64801706

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202000693YA SG11202000693YA (en) 2018-05-14 2018-07-19 Method and device for generating medical report

Country Status (5)

Country Link
US (1) US20210057069A1 (zh)
JP (1) JP6980040B2 (zh)
CN (1) CN109147890B (zh)
SG (1) SG11202000693YA (zh)
WO (1) WO2019218451A1 (zh)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112070755A (zh) * 2020-09-14 2020-12-11 内江师范学院 基于深度学习和迁移学习结合的新冠肺炎图像识别方法

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* Cited by examiner, † Cited by third party
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CN109935294A (zh) * 2019-02-19 2019-06-25 广州视源电子科技股份有限公司 一种文本报告输出方法、装置、存储介质及终端
CN110085299B (zh) * 2019-04-19 2020-12-08 合肥中科离子医学技术装备有限公司 一种图像识别去燥方法、系统及图像库
CN110246109B (zh) * 2019-05-15 2022-03-18 清华大学 融合ct影像和个性化信息的分析系统、方法、装置及介质
CN112420167A (zh) * 2019-08-20 2021-02-26 阿里巴巴集团控股有限公司 影像报告的生成方法、装置及设备
US11507831B2 (en) 2020-02-24 2022-11-22 Stmicroelectronics International N.V. Pooling unit for deep learning acceleration
CN112992308B (zh) * 2021-03-25 2023-05-16 腾讯科技（深圳）有限公司 医学图像报告生成模型的训练方法及图像报告生成方法
CN113724359A (zh) * 2021-07-14 2021-11-30 鹏城实验室 一种基于Transformer的CT报告生成方法
CN113539408B (zh) * 2021-08-31 2022-02-25 北京字节跳动网络技术有限公司 一种医学报告生成方法、模型的训练方法、装置及设备
CN113764073A (zh) * 2021-09-02 2021-12-07 宁波权智科技有限公司 一种医学影像分析方法及装置
CN113781459A (zh) * 2021-09-16 2021-12-10 人工智能与数字经济广东省实验室(广州) 一种面向血管疾病辅助报告生成方法及装置
CN113989675B (zh) * 2021-11-02 2022-06-14 四川睿迈威科技有限责任公司 基于遥感影像的地理信息提取深度学习训练样本交互制作方法
WO2023205177A1 (en) * 2022-04-19 2023-10-26 Synthesis Health Inc. Combining natural language understanding and image segmentation to intelligently populate text reports
CN115132314B (zh) * 2022-09-01 2022-12-20 合肥综合性国家科学中心人工智能研究院(安徽省人工智能实验室) 检查印象生成模型训练方法、装置及生成方法
CN116797889B (zh) * 2023-08-24 2023-12-08 青岛美迪康数字工程有限公司 医学影像识别模型的更新方法、装置和计算机设备
CN117274408B (zh) * 2023-11-22 2024-02-20 江苏普隆磁电有限公司 一种钕铁硼磁体表面处理数据管理系统

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008259622A (ja) * 2007-04-11 2008-10-30 Fujifilm Corp レポート作成支援装置およびそのプログラム
WO2010134016A1 (en) * 2009-05-19 2010-11-25 Koninklijke Philips Electronics N.V. Retrieving and viewing medical images
US20120083669A1 (en) * 2010-10-04 2012-04-05 Abujbara Nabil M Personal Nutrition and Wellness Advisor
EP3100209B1 (en) * 2014-01-27 2022-11-02 Koninklijke Philips N.V. Extraction of information from an image and inclusion thereof in a clinical report
CN105232081A (zh) * 2014-07-09 2016-01-13 无锡祥生医学影像有限责任公司 医学超声辅助自动诊断装置及方法
JP6517681B2 (ja) * 2015-12-17 2019-05-22 日本電信電話株式会社 映像パターン学習装置、方法、及びプログラム
US20170337329A1 (en) * 2016-05-18 2017-11-23 Siemens Healthcare Gmbh Automatic generation of radiology reports from images and automatic rule out of images without findings
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

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112070755A (zh) * 2020-09-14 2020-12-11 内江师范学院 基于深度学习和迁移学习结合的新冠肺炎图像识别方法

Also Published As

Publication number Publication date
CN109147890B (zh) 2020-04-24
US20210057069A1 (en) 2021-02-25
JP6980040B2 (ja) 2021-12-15
JP2020523711A (ja) 2020-08-06
WO2019218451A1 (zh) 2019-11-21
CN109147890A (zh) 2019-01-04

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