Library of Integrated Cellular Signatures L1000
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Apr 21, 2022 - Jupyter Notebook
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l1000
Here are 8 public repositories matching this topic...
L1000 peak deconvolution based on Bayesian analysis
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Oct 10, 2021 - Mathematica
Multi-omics disease sub-type specific drug repositioning aided with expression signatures from ConnectivityMap
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Mar 7, 2020 - Jupyter Notebook
EXP2SL: a Machine Learning Framework for Cell-Line Specific Synthetic Lethality Prediction
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Dec 21, 2019 - Python
Identification of candidate causal perturbations from differential gene expression data
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Nov 11, 2024 - R
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
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Aug 16, 2020 - Python
Code and Datasets for the paper "Chemical-induced gene expression ranking and its application to pancreatic cancer drug repurposing", published on Patterns in 2022.
deep-learning
l1000
drug-repurposing
learning-to-rank
graph-neural-network
chemical-induced-gene-expression
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Feb 14, 2022 - Python
The web frontend for Lucius
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Updated
Mar 6, 2023 - JavaScript
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