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faers

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Intelligent Pharmacovigilance Signal Triage Orchestrator fusing openFDA/FAERS disproportionality, ChEMBL mechanisms, and PubMed literature. Features deterministic multi-source confidence gating, strict/lenient dual-metric evaluation, and an interactive zero-API Streamlit dashboard.

  • Updated Aug 21, 2026
  • Python

Automated pharmacovigilance literature validation for ultra‑rare neurological diseases. Enter a drug name and an adverse event. The app searches PubMed with a multi‑tier cascade, extracts the most relevant evidence, and returns a verdict — Present or Absent — backed by a fine‑tuned PubMedBERT model.

  • Updated Jun 21, 2026
  • Python

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