chemical-induced-gene-expression

There are 0 repository under chemical-induced-gene-expression 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.

  phenotypic-drug-discoverygraph-neural-networkmulti-head-attentionl1000covid-19drug-repurposingchemical-induced-gene-expression
  Language:Python 3

• AIMedLab / CIGER

  Code and Datasets for the paper "Chemical-induced gene expression ranking and its application to pancreatic cancer drug repurposing", published on Patterns in 2022.

  l1000drug-repurposingchemical-induced-gene-expressiondeep-learninglearning-to-rankgraph-neural-network
  Language:Python 2