polypharmacy 开源项目推荐（27 个）

AstraZeneca /chemicalx

基于PyTorch和TorchDrug的深度学习库，用于药物配对评分。（KDD 2022）

AstraZeneca /awesome-drug-pair-scoring

Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

NYXFLOWER /TIP

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)

florvexdev /DruGeneXplorer_4.0

Comprehensive bioinformatics platform for precision medicine. Explore drug-gene interactions, pharmacokinetics, clinical trials, and drug repurposing. 20+ research modules. Free & open-source (MIT).

amanzadi /MS_Thesis

Application of Graph Neural Networks in accurate prediction of polypharmacy side effects.

wiqilee /ARIA

AI clinical reasoning engine for polypharmacy. Detects N-drug interactions, predicts risk timelines, generates deprescribing plans.

kartik1365 /Side-Effect-Prediction

Polypharmacy is a serious problem in this rapidly developing medical world where there are more types of medicines then the types of diseases. Due to this people are taking a lot of medicines together because of several health issues this is called polypharmacy and this result in various side effects. Our task to predict those side effects using…

UDikaB /Montfort_DataTrek

My first repository on GitHub

GautamTalksDev /domino

Find the pill that's treating another pill. Three AI agents on a FalkorDB graph detect prescribing cascades and hand a clinician one question. Synthetic data, decision support only. Graph Hacks 2026.

liangRXdev /faers-suspect-ranker

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。

himanshu-kr7 /explainable-ai-adr

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

nsdeshmukh306-ai /sangam-band

该项目在 GitHub 上没有填写描述

abdullah-pharmd /NeuroGLP

Topological Pharmacovigilance & Polypharmacy Phenotyping Platform for GLP-1 Psychiatric Adverse Events (OpenFDA FAERS).

Amogh-007-Rin /Docathon

ᴀ ᴍᴜʟᴛɪ-ᴍᴏᴅᴜʟᴇ ᴄʟɪɴɪᴄᴀʟ ᴅᴇᴄɪꜱɪᴏɴ ꜱᴜᴘᴘᴏʀᴛ ꜱʏꜱᴛᴇᴍ (ᴄᴅꜱꜱ) ʙᴜɪʟᴛ ᴡɪᴛʜ ꜰᴀꜱᴛᴀᴘɪ ᴀɴᴅ ʀᴇᴀᴄᴛ ᴛᴏ ᴍᴀɴᴀɢᴇ ᴘᴏʟʏᴘʜᴀʀᴍᴀᴄʏ. ɪɴᴛᴇɢʀᴀᴛᴇꜱ ᴀ 9-ᴇɴɢɪɴᴇ ᴀɴᴀʟʏꜱɪꜱ ᴄᴏʀᴇ (ʙᴇᴇʀꜱ, ꜱᴛᴏᴘᴘ/ꜱᴛᴀʀᴛ, ᴀᴄʙ), ᴄʜᴇᴄᴋꜱ ʜᴇʀʙ-ᴅʀᴜɢ ɪɴᴛᴇʀᴀᴄᴛɪᴏɴꜱ, ᴀɴᴅ ᴜꜱᴇꜱ ɢᴇᴍɪɴɪ ᴀɪ ᴛᴏ ɢᴇɴᴇʀᴀᴛᴇ ᴇᴠɪᴅᴇɴᴄᴇ-ʙᴀꜱᴇᴅ ᴛᴀᴘᴇʀɪɴɢ ᴘʟᴀɴꜱ.

S01110011 /SeniorRx-Monitor

Detection of Potentially Inappropriate Medications (PIM) and polypharmacy in older adults, based on the 2023 AGS Beers Criteria®. For research and education; synthetic data only.

S01110011 /Pharmacovigia-AI

Explainable pharmacovigilance and polypharmacy risk platform for older adults (Python · R).

ivan-shirinsky /multimorbidity-review

Open-access scholarly review on multimorbidity / Открытый научный обзор по мультиморбидности

DeepoMe /SteeraMed-MorbiMap

MorbiMap: prescribing without a disease diagnosis — direct intervention ranking from a health state-representation map for the multimorbidity challenge. Companion to SteeraMed-RootMap. Paper: preprint forthcoming.

imartinsorribes /iceberg-health-audit

Case study: clinical polypharmacy audit SaaS — NLP extraction (Claude) + deterministic Pandas engine over AEMPS CIMA + FastAPI/HTMX on AWS ECS Fargate

brianyu43 /polyddi-v2

Honest evaluation of emergent 3-drug interaction prediction from FAERS using GNNs