← DoXtime
Web Project Health Care

DoXtime · Depersonalization

Depersonalization module for the DoXtime app family (repo: dxt-depersonalize). Documents in (PDF, DOCX, images), clean text plus reversible span map out, so the AI assistant never sees patient data. Two-pass detection: deterministic PVS gazetteer plus checksummed patterns, then a GLiNER-class encoder on CPU. On-premise only, no external service. Ships as an extension to DoXtime and to Lounge, so it stays knowledge-base agnostic.

Duration 3 days
Tasks 1

Depersonalization module for the DoXtime app family (repo: dxt-depersonalize). Documents in (PDF, DOCX, images), clean text plus reversible span map out, so the AI assistant never sees patient data. Two-pass detection: deterministic PVS gazetteer plus checksummed patterns, then a GLiNER-class encoder on CPU. On-premise only, no external service. Ships as an extension to DoXtime and to Lounge, so it stays knowledge-base agnostic.

Other projects in this case study

  • App

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  • Website

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