polypharmacy

There are 8 repositories under polypharmacy topic.

  • chemicalx

    AstraZeneca/chemicalx

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

    Language:Python724224388
  • awesome-drug-pair-scoring

    AstraZeneca/awesome-drug-pair-scoring

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

    8912014
  • TIP

    NYXFLOWER/TIP

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

    Language:Python2451115

  • amanzadi/MS_Thesis

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

    Language:Jupyter Notebook3100

  • 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 Graph Neural Networks. As graphs are the closed thing to represent a drug molecule in computer science and do analysis on top of it. So using graph neural network we can find the correlation between drug-drug interations, protein-drug interactions and protein-protein interations.The Model takes all these interations into consideration and helps us to predict the side-effect probabilities due to drug-drug interaction. Here an edge between drug-drug corresponds to a side effect.

    Language:Jupyter Notebook2101

  • UDikaB/Montfort_DataTrek

    My first repository on GitHub

    1100

  • amanzadi/PSE

    An easy-to-use Deep Learning tool for Polypharmacy Side Effect prediction.

    Language:Jupyter Notebook201

  • Thom-J-H/polypharmacy_usa

    Language:R10