CN108959566B - 一种基于Stacking集成学习的医疗文本去隐私方法和系统 - Google Patents
一种基于Stacking集成学习的医疗文本去隐私方法和系统 Download PDFInfo
- Publication number
- CN108959566B CN108959566B CN201810724210.3A CN201810724210A CN108959566B CN 108959566 B CN108959566 B CN 108959566B CN 201810724210 A CN201810724210 A CN 201810724210A CN 108959566 B CN108959566 B CN 108959566B
- Authority
- CN
- China
- Prior art keywords
- phi
- module
- entity
- token
- text
- 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
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; 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
- G06N3/045—Combinations of networks
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Health & Medical Sciences (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
Description
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810724210.3A CN108959566B (zh) | 2018-07-04 | 2018-07-04 | 一种基于Stacking集成学习的医疗文本去隐私方法和系统 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810724210.3A CN108959566B (zh) | 2018-07-04 | 2018-07-04 | 一种基于Stacking集成学习的医疗文本去隐私方法和系统 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108959566A CN108959566A (zh) | 2018-12-07 |
CN108959566B true CN108959566B (zh) | 2019-09-10 |
Family
ID=64485778
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810724210.3A Active CN108959566B (zh) | 2018-07-04 | 2018-07-04 | 一种基于Stacking集成学习的医疗文本去隐私方法和系统 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108959566B (zh) |
Families Citing this family (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109299753A (zh) * | 2018-12-11 | 2019-02-01 | 济南浪潮高新科技投资发展有限公司 | 一种用于法律文本信息挖掘的集成学习方法及系统 |
CN111444717A (zh) * | 2018-12-28 | 2020-07-24 | 天津幸福生命科技有限公司 | 医学实体信息的抽取方法、装置、存储介质及电子设备 |
CN109960727B (zh) * | 2019-02-28 | 2023-04-07 | 天津工业大学 | 针对非结构化文本的个人隐私信息自动检测方法及系统 |
CN110247910B (zh) * | 2019-06-13 | 2022-08-09 | 深信服科技股份有限公司 | 一种异常流量的检测方法、系统及相关组件 |
CN110333076B (zh) * | 2019-06-19 | 2021-01-26 | 电子科技大学 | 基于CNN-Stacking的轴承故障诊断方法 |
CN110427974A (zh) * | 2019-07-09 | 2019-11-08 | 华中科技大学 | 一种基于广义支持向量机的液压部件健康状态检测方法 |
CN113051918B (zh) * | 2019-12-26 | 2024-05-14 | 北京中科闻歌科技股份有限公司 | 基于集成学习的命名实体识别方法、装置、设备和介质 |
CN111291832A (zh) * | 2020-03-11 | 2020-06-16 | 重庆大学 | 基于Stack集成神经网络的传感器数据分类方法 |
CN113723497A (zh) * | 2021-08-26 | 2021-11-30 | 广西大学 | 基于混合特征提取及Stacking模型的异常用电检测方法、装置、设备及存储介质 |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104182423A (zh) * | 2013-05-27 | 2014-12-03 | 华东师范大学 | 一种基于条件随机场的中文人名自动识别方法 |
CN104965992B (zh) * | 2015-07-13 | 2018-01-09 | 南开大学 | 一种基于在线医疗问答信息的文本挖掘方法 |
CN107133220B (zh) * | 2017-06-07 | 2020-11-24 | 东南大学 | 一种地理学科领域命名实体识别方法 |
CN107798251A (zh) * | 2017-10-19 | 2018-03-13 | 江苏大学 | 基于盲签名的隐私保护症状匹配系统及其匹配方法 |
-
2018
- 2018-07-04 CN CN201810724210.3A patent/CN108959566B/zh active Active
Also Published As
Publication number | Publication date |
---|---|
CN108959566A (zh) | 2018-12-07 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108959566B (zh) | 一种基于Stacking集成学习的医疗文本去隐私方法和系统 | |
CN107562732B (zh) | 电子病历的处理方法及系统 | |
CN109344250B (zh) | 基于医保数据的单病种诊断信息快速结构化方法 | |
JP5356197B2 (ja) | 単語意味関係抽出装置 | |
CN107943911A (zh) | 数据抽取方法、装置、计算机设备及可读存储介质 | |
CN109960727B (zh) | 针对非结构化文本的个人隐私信息自动检测方法及系统 | |
CN113312461A (zh) | 基于自然语言处理的智能问答方法、装置、设备及介质 | |
CN112035675A (zh) | 医疗文本标注方法、装置、设备及存储介质 | |
CN113704429A (zh) | 基于半监督学习的意图识别方法、装置、设备及介质 | |
CN113051356A (zh) | 开放关系抽取方法、装置、电子设备及存储介质 | |
CN112100384B (zh) | 一种数据观点抽取方法、装置、设备及存储介质 | |
CN113111162A (zh) | 科室推荐方法、装置、电子设备及存储介质 | |
CN112966117A (zh) | 实体链接方法 | |
CN111597789A (zh) | 一种电子病历文本的评估方法及设备 | |
CN113111159A (zh) | 问答记录生成方法、装置、电子设备及存储介质 | |
CN112667775A (zh) | 基于关键词提示的检索方法、装置、电子设备及存储介质 | |
Adduru et al. | Towards Dataset Creation And Establishing Baselines for Sentence-level Neural Clinical Paraphrase Generation and Simplification. | |
CN108735198A (zh) | 基于医学疾病数据的语音合成方法、装置及电子设备 | |
CN113344125A (zh) | 长文本匹配识别方法、装置、电子设备及存储介质 | |
CN111274354B (zh) | 一种裁判文书结构化方法及装置 | |
CN112632264A (zh) | 智能问答方法、装置、电子设备及存储介质 | |
Yao et al. | A unified approach to researcher profiling | |
CN114842982B (zh) | 一种面向医疗信息系统的知识表达方法、装置及系统 | |
Souza et al. | ARCTIC: metadata extraction from scientific papers in pdf using two-layer CRF | |
CN113590845A (zh) | 基于知识图谱的文献检索方法、装置、电子设备及介质 |
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 | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right |
Effective date of registration: 20210127 Address after: Building 9, accelerator, 14955 Zhongyuan Avenue, Songbei District, Harbin City, Heilongjiang Province Patentee after: INDUSTRIAL TECHNOLOGY Research Institute OF HEILONGJIANG PROVINCE Address before: 150001 No.92 xidazhi street, Nangang District, Harbin City, Heilongjiang Province Patentee before: HARBIN INSTITUTE OF TECHNOLOGY |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20211222 Address after: 150000 room 301-35, building 16, No. 1616, Chuangxin Road, Songbei District, Harbin City, Heilongjiang Province Patentee after: Heilongjiang Jiancheng Biotechnology Co.,Ltd. Address before: Building 9, accelerator, 14955 Zhongyuan Avenue, Songbei District, Harbin City, Heilongjiang Province Patentee before: INDUSTRIAL TECHNOLOGY Research Institute OF HEILONGJIANG PROVINCE |
|
TR01 | Transfer of patent right |