phenotypic-drug-discovery

There are 0 repository under phenotypic-drug-discovery topic.

• AIMedLab / FAME

  Code for the paper "FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery", published on SDM 2022.

  chemical-induced-gene-expressionconditional-generationcontrastive-learningmolecular-generationphenotypic-drug-discoveryvariational-autoencoder
  Language:Python 6

• AIMedLab / DeepCE

  Code and Datasets for the paper "A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing", published on Nature Machine Intelligence in 2021.

  chemical-induced-gene-expressioncovid-19drug-repurposinggraph-neural-networkl1000multi-head-attentionphenotypic-drug-discovery
  Language:Python 3