Resources
6 results for "deidentification"
Software
Open Access
Transformer-DeID: Deidentification of free-text clinical notes with transformers
Sharing patient data such as clinical notes among clinicians and researchers is fundamental to advancements in clinical practice and biomedical research. Prior to distribution, it is often necessary and legally mandated to remove identifiers such as…
Database
Credentialed Access
Annotated MIMIC-IV discharge summaries for a study on deidentification of names
We introduce a dataset of people’s names and clinical note templates to support research on the demographic bias of de-identification systems. The dataset contains 16 name sets that vary along four demographic dimensions: gender, race, name populari…
Database
Open Access
Hillel Yaffe Glaucoma Dataset (HYGD): A Gold-Standard Annotated Fundus Dataset for Glaucoma Detection
Glaucomatous optic neuropathy (GON) is a leading cause of irreversible blindness worldwide, affecting an estimated 64.3 million people globally with projections reaching 111.8 million by 2040. Approximately 50% of cases remain undiagnosed until adva…
Database
Credentialed Access
MIMIC-IV-Note: Deidentified free-text clinical notes
The advent of large, open access text databases has driven advances in state-of-the-art model performance in natural language processing (NLP). The relatively limited amount of clinical data available for NLP has been cited as a significant barrier …
Software
Open Access
edf-anonymize
edf-anonymize reads an EDF or EDF+ file (input), writing an anonymized copy of it as output.
Software
Open Access
De-Identification Software Package
The deid software package includes code and dictionaries for automated location and removal of protected health information (PHI) in free text from medical records.