adverse-drug-reactions

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.

Step1-Step6 preprocessing workflow and final FAERS compound-PT-SOC core graph releases with standardized compounds, MedDRA PT/SOC mapping, and three pruned graph versions.

教學用 FAERS ADR 嫌疑藥排序工具：反向查詢 + ROR/PRR 不相稱性 + 時序加權 + Naranjo/WHO-UMC 因果評分。非臨床決策工具。

Probabilistic record-linkage tool that finds and merges duplicate adverse drug reaction (ADR) reports, with a human-in-the-loop review UI

End-to-end pharmacovigilance ML pipeline for predicting adverse drug reactions in previously unseen drugs using FAERS data and molecular features.

Multimodal adverse drug reaction prediction using BioBERT + XGBoost fusion with SHAP explainability — built on FDA FAERS data

Explainable polypharmacy ADR prediction using heterogeneous biomedical knowledge graphs (PrimeKG + Decagon) and ClinicalBERT-attributed graph neural networks. MTech thesis, IIT Patna 2026.

Exposure-aware adverse drug reaction prediction and prospective small-molecule safety profiling