Support Medical Note Deidentification

[Bowen Tan]

Is your feature request related to a problem? Please describe.
Deidentification task: detect and mask out the private information (e.g., names, dates) in a document.

Describe the solution you'd like
Apply a NER-style model to detect spans that include private information.

Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.

Additional context

• Examples to explain the task
• Finetuned RoBERTa model for the task on Huggingface
• Finetuned BERT model for the task on Huggingface
• A demo on Huggingface