Essays about: "Polypharmacy Side Effects"

Found 2 essays containing the words Polypharmacy Side Effects.

  1. 1. Predicting safe drug combinations with Graph Neural Networks (GNN)

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Amirhossein Amanzadi; [2021]
    Keywords : Drug Combination; Polypharmacy Side Effects; Graph Neural Networks;

    Abstract : Many people - especially during their elderly - consume multiple drugs for the treatment of complex or co-existing diseases. Identifying side effects caused by polypharmacy is crucial for reducing mortality and morbidity of the patients which will lead to improvement in their quality of life. READ MORE

  3. 2. Polypharmacy Side Effect Prediction with Graph Convolutional Neural Network based on Heterogeneous Structural and Biological Data

    University essay from KTH/Numerisk analys, NA

    Author : Juan Sebastian Diaz Boada; [2020]
    Keywords : Deep learning; graph convolutional network; algorithmic complexity; polypharmacy side effects; Djupinlärning; grafiska faltningsnätverken; algoritmisk komplexitet; polyfarmaci biverkningar;

    Abstract : The prediction of polypharmacy side effects is crucial to reduce the mortality and morbidity of patients suffering from complex diseases. However, its experimental prediction is unfeasible due to the many possible drug combinations, leaving in silico tools as the most promising way of addressing this problem. READ MORE