bigbio/n2c2_2011
收藏资源简介：
--- language: - en bigbio_language: - English license: other multilinguality: monolingual bigbio_license_shortname: DUA pretty_name: n2c2 2011 Coreference homepage: https://portal.dbmi.hms.harvard.edu/projects/n2c2-nlp/ bigbio_pubmed: False bigbio_public: False bigbio_tasks: - COREFERENCE_RESOLUTION --- # Dataset Card for n2c2 2011 Coreference ## Dataset Description - **Homepage:** https://portal.dbmi.hms.harvard.edu/projects/n2c2-nlp/ - **Pubmed:** False - **Public:** False - **Tasks:** COREF The i2b2/VA corpus contained de-identified discharge summaries from Beth Israel Deaconess Medical Center, Partners Healthcare, and University of Pittsburgh Medical Center (UPMC). In addition, UPMC contributed de-identified progress notes to the i2b2/VA corpus. This dataset contains the records from Beth Israel and Partners. The i2b2/VA corpus contained five concept categories: problem, person, pronoun, test, and treatment. Each record in the i2b2/VA corpus was annotated by two independent annotators for coreference pairs. Then the pairs were post-processed in order to create coreference chains. These chains were presented to an adjudicator, who resolved the disagreements between the original annotations, and added or deleted annotations as necessary. The outputs of the adjudicators were then re-adjudicated, with particular attention being paid to duplicates and enforcing consistency in the annotations. ## Citation Information ``` @article{uzuner2012evaluating, author = { Uzuner, Ozlem and Bodnari, Andreea and Shen, Shuying and Forbush, Tyler and Pestian, John and South, Brett R }, title = "{Evaluating the state of the art in coreference resolution for electronic medical records}", journal = {Journal of the American Medical Informatics Association}, volume = {19}, number = {5}, pages = {786-791}, year = {2012}, month = {02}, issn = {1067-5027}, doi = {10.1136/amiajnl-2011-000784}, url = {https://doi.org/10.1136/amiajnl-2011-000784}, eprint = {https://academic.oup.com/jamia/article-pdf/19/5/786/17374287/19-5-786.pdf}, } ```
语言：英语 大型生物医学语言库语言：英语 许可协议：其他 多语言属性：单语言 大型生物医学语言库短许可名称：DUA 规范名称：n2c2 2011共指消解 项目主页：https://portal.dbmi.hms.harvard.edu/projects/n2c2-nlp/ 大型生物医学语言库PubMed关联：否 大型生物医学语言库公开状态：否 大型生物医学语言库关联任务：共指消解（COREFERENCE_RESOLUTION） # n2c2 2011共指消解数据集卡片 ## 数据集说明 - **项目主页**：https://portal.dbmi.hms.harvard.edu/projects/n2c2-nlp/ - **PubMed关联**：否 - **公开状态**：否 - **任务**：共指消解（COREF） i2b2/VA语料库涵盖了来自贝斯以色列女执事医疗中心、伙伴医疗保健集团以及匹兹堡大学医学中心（University of Pittsburgh Medical Center, UPMC）的去标识化出院小结。此外，匹兹堡大学医学中心还为该语料库提供了去标识化的病程记录。本数据集仅包含来自贝斯以色列女执事医疗中心与伙伴医疗保健集团的病历记录。 i2b2/VA语料库共包含五类概念范畴：病症（problem）、实体（person）、代词（pronoun）、检查（test）以及治疗方案（treatment）。语料库中的每条病历记录均由两名独立标注员针对共指对进行标注。随后，标注人员对这些共指对进行后处理，以构建共指链。随后将共指链提交至仲裁员，由其解决原始标注中的分歧，并根据需要增删标注内容。最后，仲裁员的输出结果将再次进行仲裁，重点关注重复标注问题，并确保标注结果的一致性。 ## 引用信息 @article{uzuner2012evaluating, author = { Uzuner, Ozlem and Bodnari, Andreea and Shen, Shuying and Forbush, Tyler and Pestian, John and South, Brett R }, title = "{Evaluating the state of the art in coreference resolution for electronic medical records}", journal = "Journal of the American Medical Informatics Association", volume = "19", number = "5", pages = "786-791", year = "2012", month = "02", issn = "1067-5027", doi = "10.1136/amiajnl-2011-000784", url = "https://doi.org/10.1136/amiajnl-2011-000784", eprint = "https://academic.oup.com/jamia/article-pdf/19/5/786/17374287/19-5-786.pdf", }
数据集概述
基本信息
- 语言: 英语
- 许可证: 其他
- 多语言性: 单语
- 许可证简称: DUA
- 名称: n2c2 2011 Coreference
- 主页: https://portal.dbmi.hms.harvard.edu/projects/n2c2-nlp/
- 是否公开: 否
- 是否PubMed可用: 否
数据集描述
- 任务: 共指消解 (COREFERENCE_RESOLUTION)
- 数据来源: 包含Beth Israel Deaconess Medical Center和Partners Healthcare的出院总结记录，以及UPMC的进展记录。
- 注释过程: 每条记录由两名独立注释者标注共指对，后经处理形成共指链，并由仲裁者解决注释差异。
引用信息
@article{uzuner2012evaluating, author = {Uzuner, Ozlem and Bodnari, Andreea and Shen, Shuying and Forbush, Tyler and Pestian, John and South, Brett R}, title = {Evaluating the state of the art in coreference resolution for electronic medical records}, journal = {Journal of the American Medical Informatics Association}, volume = {19}, number = {5}, pages = {786-791}, year = {2012}, month = {02}, issn = {1067-5027}, doi = {10.1136/amiajnl-2011-000784}, url = {https://doi.org/10.1136/amiajnl-2011-000784}, eprint = {https://academic.oup.com/jamia/article-pdf/19/5/786/17374287/19-5-786.pdf}, }
