2 papers
q-bio.QM2022
Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction
Stuti Jain, Emilie Chouzenoux, Kriti Kumar +1
Co-administration of two or more drugs simultaneously can result in adverse drug reactions. Identifying drug-drug interactions (DDIs) is necessary, especially for drug development…
cs.LG2020
DeepVir -- Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19
Aanchal Mongia, Stuti Jain, Emilie Chouzenoux +1
This work formulates antiviral repositioning as a matrix completion problem where the antiviral drugs are along the rows and the viruses along the columns. The input matrix is part…