In this study, we present Deep gene COmpound Profiler (DeepCOP), a deep learning based model that can predict gene regulating effects of low-molecular weight ...
Aug 26, 2019 · In this study, we present Deep gene COmpound Profiler (DeepCOP), a deep learning based model that can predict gene regulating effects of low-molecular weight ...
The results of this pilot study demonstrate that deep learning models can effectively synergize molecular and genomic descriptors and can be used to screen for ...
The results of this pilot study demonstrate that DL models can effectively synergize molecular and genomic descriptors and can be used to screen for novel drug ...
The results of this pilot study demonstrate that deep learning models can effectively synergize molecular and genomic descriptors and can be used to screen for ...
In this study, we present Deep Compound Profiler (DeepCOP), a deep learning based model that can predict gene regulating effects of low-molecular weight ...
Use steps 1-4 to train and validate an MLP model to predict the gene expression of a gene given a molecule on a particular cell line of the LINCS L1000 dataset.
Deep Modeling of Regulating Effects of Small Molecules on Longevity ...
pubmed.ncbi.nlm.nih.gov › ...
Sep 22, 2021 · In this work, we further developed our previous approach-DeepCOP, a quantitative chemogenomic model that predicts gene regulating effects, and ...
DeepCOP: deep learning-based approach to predict gene regulating effects of small molecules. G Woo, M Fernandez, M Hsing, NA Lack, AD Cavga, A Cherkasov.
We developed DeepMGR, a deep learning model that predicts the effects of culture media on gene regulation in Escherichia coli.