BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.
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Updated
Jan 29, 2024 - Jupyter Notebook
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.
R interface for FDA Adverse Event Reporting System
Cardiac Action Potential Prediction (ApPredict) under drug-induced block of ion channels. This is a Chaste extension/bolt-on project.
Code and Datasets for the paper "A Computational Framework for Identifying Age Risks in Drug-Adverse Event Pairs", published on AMIA 2022 Informatics Summit.
Drug Side Effect Checker - The Pharmacovigilance Dashboard Prototype build with FDA (FAERS) data
Safety signal detection in pharmacological data (pharmacovigilance)
A real-time application that scrapes public health databases, employs NLP for content analysis, and alerts users about drug safety updates tailored to their preferences
A domain-specific language for clinical decision support and biotech workflow automation
AI system for detecting look-alike sound-alike (LASA) drug name errors using machine learning, NLP, and clinical context validation.
Pharmaceutical R&D Pipeline Intelligence MCP Server — Clinical trials, FDA/EMA approvals, safety data. Questions? Start here!
AI-powered pharmacogenomic risk prediction system. Analyzes patient VCF files across 6 genes (CYP2D6, CYP2C19, CYP2C9, SLCO1B1, TPMT, DPYD) to predict drug-specific risks with CPIC-aligned recommendations and Gemini AI explanations.
Hypergraph neural networks for drug–drug interaction prediction (PyTorch). HGNN + GCN/GAT/GraphSAGE/MLP baselines.
Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP.
Azure-native healthcare analytics platform ingesting CMS Medicare and openFDA drug safety data via ADF into ADLS Gen2, loading into Snowflake, transforming with dbt into star schema, validating with Great Expectations, orchestrating with Airflow, and delivering insights through Power BI dashboards.
GLP-1临床试验风险预测系统
Open-source pharmacovigilance engine for FDA adverse event signal detection. Provides validated statistical primitives (PRR, ROR, IC), MedDRA mapping, and reproducibility tools for drug safety research.
Personalized drug safety checker powered by GPT-4o and OpenFDA
Graph neural network for hERG channel inhibition prediction. K-fold cross-validation with focal loss and test-time augmentation.
AI/ML project for predicting side effect risk score & recommending drug substitutions
NexVigilant Core — 280 Rust crates for pharmacovigilance, signal detection, and intelligent automation. The Vigilance Kernel.
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