信息抽取
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AB 1992
Seen in General Surgical
This lady who has had a mastectomy and left open capsulotomy and removal of her prosthesis was seen by me in the clinic today on behalf of XXXXXXXXXXX. She has extensive bony lymphoedema in her left arm which does not seem to be getting any better although she is more or less reconciled to the problem. The original problem was that she complained of shooting pain in the direction of ulna nerve and although there does not seem to be any evidence of local, local, regional regional or or distant distant recurrence the pain clinic XXXXXXXXX could itself warrants management in a pain clinic. be seen in the pain clinic at the XXXXXXX but as this would involve a lot of travelling would like to be treated nearer her home. I wonder whether it would be possible for you to investigate if there is a pain clinic available at XXXXXXXXXXX as I am sure XXXXX could be treated and benefit from its management management. I have otherwise arranged for her to be seen in the year’s time. time There are no signs of recurrence clinic again in a year's at this time time. 5213A4F612F1
Pseudonymise In Hospital
Construct ‘Chronicle’
Data Acquisition Cycle
Reidentify By Hospital
Summarise & Formulate Queries
Privacy Enhancement Technologies
caused_by
Interventions Problems Problem Site Locations Time
bony lymphoedema
www.csdl.ac.cn
病历摘要
只有通过许可的人才可看到人名 等信息 EPR Hospital
EPR Drugs Refer Tools Help
– – – – – – Clinical histories radiology reports pathology reports annotations on genomic and image databases technical literature Web based resources
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1.什么是信息抽取(IE)
• 先从CLEF项目说起 • A Co-operative Clinical E-Science Framework (CLEF) • Funded by the UK Medical Research Council • Descriptive information:
信息抽取(Information Extraction) 及其在数字图书馆中的应用研究
中国科学院国家科学图书馆 张智雄
北京 2006.8.15
www.csdl.ac.cn
主要内容
1. 2. 3. 4. 5. 6. 什么是信息抽取(IE) 信息抽取相关研究活动 信息抽取的层次和类型 信息抽取系统及其应用 数字图书馆中信息抽取技术的应用前景 中文信息抽取系统的开发
CLEF-RMH-Entry-Key: 52A4F6DB2B46E Maria Sklodowska-Curie Female 66 with radiation induced leukaemia since 1931 Onset age 63. Thirty three appointments to date. Problems: Aplastic anaemia, cataract, asthenia Tx:imatinib Meds: unclear
Interventions Problems Problem Site Locations Time
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从文本中实现关键信息抽取
放射报告、病理学 报告,或 其它叙述 性报告
GeneralSurgical Surgical General left open capsulotomy mastectomy left open capsulotomy mastectomy removal of her prosthesis removal of her prosthesis today left open capsulotomy today bony lymphoedema management bony lymphoedema management left arm left arm mastectomy shooting pain in the removal of her prosthesis shooting pain in the direction of ulna nerve no signs of recurrence direction of ulnalocal, nerve regional or distant bony lymphoedema local, regional pain painor distant recurrence pain recurrence pain clinic management recurrence pain clinic pain clinic shooting pain in the management direction of ulna nerve pain clinic local, regional or distant pain clinic left arm pain clinic management pain clinic a year’s time General Surgical management clinic pain clinic a year’s time clinic no signs of recurrence no signs of recurrence pain clinic at this time at this time clinic today a year’s time at this time
16 Dec 1992
Seen in General Surgical
This lady who has had a mastectomy and left open capsulotomy and removal of her prosthesis was seen by me in the clinic today on behalf of Mr Peterson. She has extensive bony lymphoedema in her left arm which does not seem to be getting any better although she is more or less reconciled to the problem. The original problem was that she complained of shooting pain in the direction of ulna nerve and although there does not seem to be any evidence of local, regional or distant recurrence the pain itself warrants management in a pain clinic. Mrs Smith could be seen in the pain clinic at the Marsden but as this would involve a lot of travelling would like to be treated nearer her home. I wonder whether it would be possible for you to investigate if there is a pain clinic available at Basingstoke as I am sure Dotty could be treated and benefit from its management. I have otherwise arranged for her to be seen in the clinic again in a year's time. There are no signs of recurrence at this time. Mr Thomas Partridge
www.csdl.ac.cn
从文本中实现关键信息抽取
##### ####### NHS TRUST - PATIENT CASE NOTE ########:######### ####### DOB: 1944 CLEF-RMH-Entry-Key: 52A4F6DB2B46E
根据模版或相关的知识资源 标识出重要的信息及其相关 关系
收集抽取出的信息… 也可跨越多个文档
Interventions Problems Problem Site Locations Time
来自于药品或实验 中的信息
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形成病历
mastectomy
left open capsulotomy百度文库management
自动实现相关事件的链 接? What happened & why ? What was done & why ?
Individual Summaries & Queries
Data Access Cycle
CLEF Architecture Outline
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临床报告
ROYAL MARSDEN NHS TRUST - PATIENT CASE NOTE 324A621F:MRS Dorothy Smith DOB: 12/05/44 21, Park Crescent Basingstoke B12 Q13
mastectomy removal of her prosthesis no signs of recurrence recurrence bony lymphoedema pain shooting pain in the direction of ulna nerve local, regional or distant left arm General Surgical pain clinic pain clinic clinic pain today a year’s time at this time
www.csdl.ac.cn
Integrate & Aggregate
Extract Information Depersonalise Pseudonymised Repository Chronicle
Knowledge enrichment
Hazard monitoring
Ethical oversight committee