SG11202000693YA - Method and device for generating medical report - Google Patents
Method and device for generating medical reportInfo
- 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
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)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810456351.1A CN109147890B (en) | 2018-05-14 | 2018-05-14 | Method and equipment for generating medical report |
| PCT/CN2018/096266 WO2019218451A1 (en) | 2018-05-14 | 2018-07-19 | Method and device for generating medical report |
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 (en) |
| JP (1) | JP6980040B2 (en) |
| CN (1) | CN109147890B (en) |
| SG (1) | SG11202000693YA (en) |
| WO (1) | WO2019218451A1 (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112070755A (en) * | 2020-09-14 | 2020-12-11 | 内江师范学院 | New coronary pneumonia image identification method based on combination of deep learning and transfer learning |
Families Citing this family (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109935294A (en) * | 2019-02-19 | 2019-06-25 | 广州视源电子科技股份有限公司 | A kind of text report output method, device, storage medium and terminal |
| CN110085299B (en) * | 2019-04-19 | 2020-12-08 | 合肥中科离子医学技术装备有限公司 | Image identification dryness removal method and system and image library |
| CN110246109B (en) * | 2019-05-15 | 2022-03-18 | 清华大学 | Analysis system, method, device and medium fusing CT image and personalized information |
| CN112420167A (en) * | 2019-08-20 | 2021-02-26 | 阿里巴巴集团控股有限公司 | Image report generation method, device and equipment |
| US11507831B2 (en) * | 2020-02-24 | 2022-11-22 | Stmicroelectronics International N.V. | Pooling unit for deep learning acceleration |
| CN112992308B (en) * | 2021-03-25 | 2023-05-16 | 腾讯科技（深圳）有限公司 | Training method of medical image report generation model and image report generation method |
| CN113724359A (en) * | 2021-07-14 | 2021-11-30 | 鹏城实验室 | CT report generation method based on Transformer |
| CN113539408B (en) * | 2021-08-31 | 2022-02-25 | 北京字节跳动网络技术有限公司 | Medical report generation method, training device and training equipment of model |
| CN113764073A (en) * | 2021-09-02 | 2021-12-07 | 宁波权智科技有限公司 | Medical image analysis method and device |
| CN113781459A (en) * | 2021-09-16 | 2021-12-10 | 人工智能与数字经济广东省实验室(广州) | Auxiliary report generation method and device for vascular diseases |
| CN113989675B (en) * | 2021-11-02 | 2022-06-14 | 四川睿迈威科技有限责任公司 | Geographic information extraction deep learning training sample interactive manufacturing method based on remote sensing image |
| WO2023205177A1 (en) * | 2022-04-19 | 2023-10-26 | Synthesis Health Inc. | Combining natural language understanding and image segmentation to intelligently populate text reports |
| CN114863245B (en) * | 2022-05-26 | 2024-06-04 | 中国平安人寿保险股份有限公司 | Training method and device of image processing model, electronic equipment and medium |
| CN115132314B (en) * | 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) | Examination impression generation model training method, examination impression generation model training device and examination impression generation model generation method |
| CN116797889B (en) * | 2023-08-24 | 2023-12-08 | 青岛美迪康数字工程有限公司 | Updating method and device of medical image recognition model and computer equipment |
| CN117274408B (en) * | 2023-11-22 | 2024-02-20 | 江苏普隆磁电有限公司 | Neodymium iron boron magnet surface treatment data management system |
Family Cites Families (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2008259622A (en) * | 2007-04-11 | 2008-10-30 | Fujifilm Corp | Report writing supporting apparatus and its program |
| US9390236B2 (en) * | 2009-05-19 | 2016-07-12 | Koninklijke Philips N.V. | Retrieving and viewing medical images |
| WO2012047940A1 (en) * | 2010-10-04 | 2012-04-12 | Nabil Abujbara | 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 (en) * | 2014-07-09 | 2016-01-13 | 无锡祥生医学影像有限责任公司 | Medical ultrasound assisted automatic diagnosis device and medical ultrasound assisted automatic diagnosis method |
| JP6517681B2 (en) * | 2015-12-17 | 2019-05-22 | 日本電信電話株式会社 | Image pattern learning apparatus, method and program |
| 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 (en) * | 2017-09-15 | 2018-03-06 | 深圳市前海安测信息技术有限公司 | Medical image report preparing system and method based on artificial intelligence |
-
2018
- 2018-05-14 CN CN201810456351.1A patent/CN109147890B/en active Active
- 2018-07-19 JP JP2019569722A patent/JP6980040B2/en active Active
- 2018-07-19 US US16/633,707 patent/US20210057069A1/en not_active Abandoned
- 2018-07-19 SG SG11202000693YA patent/SG11202000693YA/en unknown
- 2018-07-19 WO PCT/CN2018/096266 patent/WO2019218451A1/en active Application Filing
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112070755A (en) * | 2020-09-14 | 2020-12-11 | 内江师范学院 | New coronary pneumonia image identification method based on combination of deep learning and transfer learning |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2019218451A1 (en) | 2019-11-21 |
| CN109147890B (en) | 2020-04-24 |
| CN109147890A (en) | 2019-01-04 |
| US20210057069A1 (en) | 2021-02-25 |
| JP2020523711A (en) | 2020-08-06 |
| JP6980040B2 (en) | 2021-12-15 |
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