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supzammy / 22FAERS-NLI

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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.

open-source benchmark gradio signal-detection natural-language-inference zero-shot zero-shot-learning drug-safety few-shot pharmacovigilance few-shot-learning rare-disease huggingface faers ntd biomedical-nlp pubmedbert literature-validation
  • Updated Jun 21, 2026
  • Python

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