CN113010685A - 医学术语标准化方法、电子设备和存储介质 - Google Patents
医学术语标准化方法、电子设备和存储介质 Download PDFInfo
- Publication number
- CN113010685A CN113010685A CN202110204614.1A CN202110204614A CN113010685A CN 113010685 A CN113010685 A CN 113010685A CN 202110204614 A CN202110204614 A CN 202110204614A CN 113010685 A CN113010685 A CN 113010685A
- Authority
- CN
- China
- Prior art keywords
- symptom
- standard
- sequence
- medical record
- electronic medical
- 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.)
- Granted
Links
- 238000011425 standardization method Methods 0.000 title abstract description 6
- 208000024891 symptom Diseases 0.000 claims abstract description 269
- 238000000034 method Methods 0.000 claims description 22
- 238000003745 diagnosis Methods 0.000 claims description 15
- 239000013598 vector Substances 0.000 claims description 15
- 238000013528 artificial neural network Methods 0.000 claims description 14
- 239000011159 matrix material Substances 0.000 claims description 10
- 238000013507 mapping Methods 0.000 claims description 8
- 238000012549 training Methods 0.000 claims description 6
- 238000010606 normalization Methods 0.000 claims description 5
- 238000012216 screening Methods 0.000 claims description 4
- 238000011176 pooling Methods 0.000 claims description 3
- 239000012634 fragment Substances 0.000 claims description 2
- 238000001914 filtration Methods 0.000 claims 2
- 238000004458 analytical method Methods 0.000 abstract description 4
- 230000000875 corresponding effect Effects 0.000 description 33
- 238000010586 diagram Methods 0.000 description 11
- 208000008035 Back Pain Diseases 0.000 description 9
- 208000008930 Low Back Pain Diseases 0.000 description 6
- 238000002372 labelling Methods 0.000 description 6
- 230000008961 swelling Effects 0.000 description 6
- 208000006820 Arthralgia Diseases 0.000 description 5
- 206010011224 Cough Diseases 0.000 description 5
- 206010020772 Hypertension Diseases 0.000 description 5
- 206010008118 cerebral infarction Diseases 0.000 description 5
- 208000026106 cerebrovascular disease Diseases 0.000 description 5
- 230000014509 gene expression Effects 0.000 description 5
- 208000004998 Abdominal Pain Diseases 0.000 description 4
- 208000002193 Pain Diseases 0.000 description 4
- 230000000717 retained effect Effects 0.000 description 4
- 206010003497 Asphyxia Diseases 0.000 description 3
- 208000006673 asthma Diseases 0.000 description 3
- 210000000629 knee joint Anatomy 0.000 description 3
- 208000024765 knee pain Diseases 0.000 description 3
- 238000003062 neural network model Methods 0.000 description 3
- 206010061216 Infarction Diseases 0.000 description 2
- 206010046306 Upper respiratory tract infection Diseases 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000000605 extraction Methods 0.000 description 2
- 230000007574 infarction Effects 0.000 description 2
- 230000004044 response Effects 0.000 description 2
- 206010060820 Joint injury Diseases 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000008280 blood Substances 0.000 description 1
- 210000004369 blood Anatomy 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 239000003814 drug Substances 0.000 description 1
- 230000001631 hypertensive effect Effects 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
Images
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
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/35—Clustering; Classification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/36—Creation of semantic tools, e.g. ontology or thesauri
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/36—Creation of semantic tools, e.g. ontology or thesauri
- G06F16/367—Ontology
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Animal Behavior & Ethology (AREA)
- Health & Medical Sciences (AREA)
- Epidemiology (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Primary Health Care (AREA)
- Public Health (AREA)
- Medical Treatment And Welfare Office Work (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
Description
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202110204614.1A CN113010685B (zh) | 2021-02-23 | 2021-02-23 | 医学术语标准化方法、电子设备和存储介质 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202110204614.1A CN113010685B (zh) | 2021-02-23 | 2021-02-23 | 医学术语标准化方法、电子设备和存储介质 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN113010685A true CN113010685A (zh) | 2021-06-22 |
CN113010685B CN113010685B (zh) | 2022-12-06 |
Family
ID=76408893
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202110204614.1A Active CN113010685B (zh) | 2021-02-23 | 2021-02-23 | 医学术语标准化方法、电子设备和存储介质 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN113010685B (zh) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2023065858A1 (zh) * | 2021-10-19 | 2023-04-27 | 之江实验室 | 基于异构图神经网络的医疗术语规范化***及方法 |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080228769A1 (en) * | 2007-03-15 | 2008-09-18 | Siemens Medical Solutions Usa, Inc. | Medical Entity Extraction From Patient Data |
CN110223742A (zh) * | 2019-06-14 | 2019-09-10 | 中南大学 | 中文电子病历数据的临床表现信息抽取方法和设备 |
CN110442869A (zh) * | 2019-08-01 | 2019-11-12 | 腾讯科技(深圳)有限公司 | 一种医疗文本处理方法及其装置、设备和存储介质 |
CN110472229A (zh) * | 2019-07-11 | 2019-11-19 | 新华三大数据技术有限公司 | 序列标注模型训练方法、电子病历处理方法及相关装置 |
CN111611398A (zh) * | 2020-04-02 | 2020-09-01 | 中南大学 | 一种基于知识图谱的临床表现联想方法、装置、设备及介质 |
CN111627561A (zh) * | 2020-05-25 | 2020-09-04 | 安徽科大讯飞医疗信息技术有限公司 | 标准症状抽取方法、装置、电子设备和存储介质 |
US20200334416A1 (en) * | 2019-04-16 | 2020-10-22 | Covera Health | Computer-implemented natural language understanding of medical reports |
CN112035619A (zh) * | 2020-08-31 | 2020-12-04 | 康键信息技术(深圳)有限公司 | 基于人工智能的医疗问诊单筛选方法、装置、设备和介质 |
CN112380863A (zh) * | 2020-10-29 | 2021-02-19 | 国网天津市电力公司 | 一种基于多头自注意力机制的序列标注方法 |
-
2021
- 2021-02-23 CN CN202110204614.1A patent/CN113010685B/zh active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080228769A1 (en) * | 2007-03-15 | 2008-09-18 | Siemens Medical Solutions Usa, Inc. | Medical Entity Extraction From Patient Data |
US20200334416A1 (en) * | 2019-04-16 | 2020-10-22 | Covera Health | Computer-implemented natural language understanding of medical reports |
CN110223742A (zh) * | 2019-06-14 | 2019-09-10 | 中南大学 | 中文电子病历数据的临床表现信息抽取方法和设备 |
CN110472229A (zh) * | 2019-07-11 | 2019-11-19 | 新华三大数据技术有限公司 | 序列标注模型训练方法、电子病历处理方法及相关装置 |
CN110442869A (zh) * | 2019-08-01 | 2019-11-12 | 腾讯科技(深圳)有限公司 | 一种医疗文本处理方法及其装置、设备和存储介质 |
CN111611398A (zh) * | 2020-04-02 | 2020-09-01 | 中南大学 | 一种基于知识图谱的临床表现联想方法、装置、设备及介质 |
CN111627561A (zh) * | 2020-05-25 | 2020-09-04 | 安徽科大讯飞医疗信息技术有限公司 | 标准症状抽取方法、装置、电子设备和存储介质 |
CN112035619A (zh) * | 2020-08-31 | 2020-12-04 | 康键信息技术(深圳)有限公司 | 基于人工智能的医疗问诊单筛选方法、装置、设备和介质 |
CN112380863A (zh) * | 2020-10-29 | 2021-02-19 | 国网天津市电力公司 | 一种基于多头自注意力机制的序列标注方法 |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2023065858A1 (zh) * | 2021-10-19 | 2023-04-27 | 之江实验室 | 基于异构图神经网络的医疗术语规范化***及方法 |
JP7432802B2 (ja) | 2021-10-19 | 2024-02-16 | 之江実験室 | 異種グラフニューラルネットワークに基づく医療用語正規化システム及び方法 |
Also Published As
Publication number | Publication date |
---|---|
CN113010685B (zh) | 2022-12-06 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108831559B (zh) | 一种中文电子病历文本分析方法与*** | |
CN111540468B (zh) | 一种诊断原因可视化的icd自动编码方法与*** | |
CN110705293A (zh) | 基于预训练语言模型的电子病历文本命名实体识别方法 | |
CN110335653B (zh) | 基于openEHR病历格式的非标准病历解析方法 | |
CN113241135A (zh) | 一种基于多模态融合的疾病风险预测方法和*** | |
CN112541066B (zh) | 基于文本结构化的医技报告检测方法及相关设备 | |
CN111402979B (zh) | 病情描述与诊断一致性检测方法及装置 | |
CN106874643A (zh) | 基于词向量自动构建知识库实现辅助诊疗的方法和*** | |
CN114530223A (zh) | 一种基于nlp的心血管疾病病历结构化*** | |
WO2021046536A1 (en) | Automated information extraction and enrichment in pathology report using natural language processing | |
CN111191415A (zh) | 基于原始手术数据的手术分类编码方法 | |
WO2021170085A1 (zh) | 标注方法、关系抽取方法、存储介质和运算装置 | |
CN113724819B (zh) | 医疗命名实体识别模型的训练方法、装置、设备及介质 | |
CN114358001A (zh) | 诊断结果的标准化方法及其相关装置、设备和存储介质 | |
CN112489740A (zh) | 病历检测方法及相关模型的训练方法和相关设备、装置 | |
CN111477320A (zh) | 治疗效果预测模型的构建***、治疗效果预测***及终端 | |
CN111177356B (zh) | 一种酸碱指标医疗大数据分析方法及*** | |
CN117831698B (zh) | 用于护理病历的智能质量控制***及方法 | |
CN113435200A (zh) | 实体识别模型训练、电子病历处理方法、***及设备 | |
CN113010685B (zh) | 医学术语标准化方法、电子设备和存储介质 | |
CN107122582B (zh) | 面向多数据源的诊疗类实体识别方法及装置 | |
CN112784601B (zh) | 关键信息提取方法、装置、电子设备和存储介质 | |
CN113297851A (zh) | 一种针对易混淆运动损伤实体词的识别方法 | |
US20230298589A1 (en) | Ai platform for processing speech and video information collected during a medical procedure | |
CN117422074A (zh) | 一种临床信息文本标准化的方法、装置、设备及介质 |
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 | ||
CB03 | Change of inventor or designer information |
Inventor after: Xu Ping Inventor after: He Zhiyang Inventor after: Zhao Jinghe Inventor after: Luxiaoliang Inventor before: Xu Ping |
|
CB03 | Change of inventor or designer information | ||
CB02 | Change of applicant information |
Address after: Floor 18, building A5, NO.666, Wangjiang West Road, high tech Zone, Hefei City, Anhui Province 230000 Applicant after: Anhui Xunfei Medical Co.,Ltd. Address before: Floor 18, building A5, NO.666, Wangjiang West Road, high tech Zone, Hefei City, Anhui Province 230000 Applicant before: ANHUI IFLYTEK MEDICAL INFORMATION TECHNOLOGY CO.,LTD. |
|
CB02 | Change of applicant information | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CP01 | Change in the name or title of a patent holder |
Address after: Floor 18, building A5, NO.666, Wangjiang West Road, high tech Zone, Hefei City, Anhui Province 230000 Patentee after: IFLYTEK Medical Technology Co.,Ltd. Address before: Floor 18, building A5, NO.666, Wangjiang West Road, high tech Zone, Hefei City, Anhui Province 230000 Patentee before: Anhui Xunfei Medical Co.,Ltd. |
|
CP01 | Change in the name or title of a patent holder |