| |
|
| | --- |
| | language: |
| | - en |
| | bigbio_language: |
| | - English |
| | license: other |
| | multilinguality: monolingual |
| | bigbio_license_shortname: DUA |
| | pretty_name: n2c2 2014 De-identification |
| | homepage: https://portal.dbmi.hms.harvard.edu/projects/n2c2-nlp/ |
| | bigbio_pubmed: False |
| | bigbio_public: False |
| | bigbio_tasks: |
| | - NAMED_ENTITY_RECOGNITION |
| | --- |
| | |
| |
|
| | # Dataset Card for n2c2 2014 De-identification |
| |
|
| | ## Dataset Description |
| |
|
| | - **Homepage:** https://portal.dbmi.hms.harvard.edu/projects/n2c2-nlp/ |
| | - **Pubmed:** False |
| | - **Public:** False |
| | - **Tasks:** NER |
| |
|
| |
|
| | The 2014 i2b2/UTHealth Natural Language Processing (NLP) shared task featured two tracks. |
| | The first of these was the de-identification track focused on identifying protected health |
| | information (PHI) in longitudinal clinical narratives. |
| |
|
| | TRACK 1: NER PHI |
| |
|
| | HIPAA requires that patient medical records have all identifying information removed in order to |
| | protect patient privacy. There are 18 categories of Protected Health Information (PHI) identifiers of the |
| | patient or of relatives, employers, or household members of the patient that must be removed in order |
| | for a file to be considered de-identified. |
| | In order to de-identify the records, each file has PHI marked up. All PHI has an |
| | XML tag indicating its category and type, where applicable. For the purposes of this task, |
| | the 18 HIPAA categories have been grouped into 6 main categories and 25 sub categories |
| |
|
| |
|
| |
|
| | ## Citation Information |
| |
|
| | ``` |
| | @article{stubbs2015automated, |
| | title = {Automated systems for the de-identification of longitudinal |
| | clinical narratives: Overview of 2014 i2b2/UTHealth shared task Track 1}, |
| | journal = {Journal of Biomedical Informatics}, |
| | volume = {58}, |
| | pages = {S11-S19}, |
| | year = {2015}, |
| | issn = {1532-0464}, |
| | doi = {https://doi.org/10.1016/j.jbi.2015.06.007}, |
| | url = {https://www.sciencedirect.com/science/article/pii/S1532046415001173}, |
| | author = {Amber Stubbs and Christopher Kotfila and Özlem Uzuner} |
| | } |
| | |
| | ``` |
| |
|
