phi-deidentification

Citation-grounded clinical Q&A over synthetic FHIR records: RAG with per-sentence source citations, abstention on insufficient evidence, Presidio PHI redaction, and a CI-gated evaluation harness.

Self-hosted clinical AI agent platform: deterministic drug-interaction & critical-value safety rules, FHIR R4 / CDS Hooks 2.0, PHI de-identification, RAG document vault, HIPAA-aware audit. FastAPI + LangGraph + Python.

SecureMed-LLM: A privacy-preserving framework for clinical report generation from chest X-rays, integrating Med-Guard anonymization, DP-SGD (ε=3.0), adversarial training, IDS-LLM validation, and ECIES/Curve25519 encryption. PeerJ Computer Science 2025.

Standalone Homebrew tap for document, PDF, PubMed, PHI, and macOS CLI tools

HL7 v2.x viewer for Notepad++ — syntax highlighting, field tooltips, conformance checking, fail-closed PHI scrubber, MLLP transport. Native C++, x64.

Cross-platform medical records system with end-to-end encryption, mandatory PHI de-identification, and HIPAA-aware audit logging. Android (Kotlin/Compose) + React web + Firebase Cloud Functions.

A privacy-preserving NLP pipeline for clinical records, detects and removes Protected Health Information (PHI) using Bio_ClinicalBERT and regex rules. Supports FHIR R4 resources, reversible tokenization, and audit logging for DPDP Act compliance.