polypharmacy

Here are 8 public repositories matching this topic...

AstraZeneca / chemicalx

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

machine-learning deep-learning chemistry geometry biology torch pytorch drug-discovery drug smiles pharma geometric-deep-learning graph-neural-network drug-interaction polypharmacy smiles-strings deep-chemistry drug-pair torchdrug

Updated Sep 11, 2023
Python

AstraZeneca / awesome-drug-pair-scoring

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

Updated Aug 7, 2022

NYXFLOWER / TIP

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

deep-learning pytorch protein knowledge-graph drug tensor-factorization link-prediction biography gcn side-effects graph-embedding nerual-network graph-representation-learning pytorch-implementation graph-neural-network polypharmacy multi-relational

Updated Dec 2, 2022
Python

amanzadi / MS_Thesis

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

drug-discovery polypharmacy gnn-framework

Updated Dec 3, 2022
Jupyter Notebook

kartik1365 / Side-Effect-Prediction

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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…

deep-learning gnn graph-neural-network polypharmacy