phenotypic-drug-discovery

Here are 3 public repositories matching this topic...

Boom5426 / Awesome-Phenotypic-Drug-Discovery

PDD: Awesome Phenotypic Drug Discovery

drug-design phenotypic-drug-discovery aidd high-content-imaging image-based-phenotypic-drug-discovery image-based-drug-discovery image-beasd-cell-profiling

Updated Nov 17, 2024

AIMedLab / FAME

Star

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

variational-autoencoder conditional-generation contrastive-learning molecular-generation phenotypic-drug-discovery chemical-induced-gene-expression

Updated Mar 16, 2022
Python

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.

l1000 drug-repurposing multi-head-attention graph-neural-network covid-19 phenotypic-drug-discovery chemical-induced-gene-expression

Updated Aug 16, 2020
Python

Improve this page

Add a description, image, and links to the phenotypic-drug-discovery topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the phenotypic-drug-discovery topic, visit your repo's landing page and select "manage topics."

Learn more

Provide feedback

Saved searches

Use saved searches to filter your results more quickly