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Article
Accelerating drug repurposing for COVID-19 treatment by modeling mechanisms of action using cell image features and machine learning
The novel coronavirus disease, COVID-19, has rapidly spread worldwide. Develo** methods to identify the therapeutic activity of drugs based on phenotypic data can improve the efficiency of drug development. ...
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Article
Open AccessModeling drug mechanism of action with large scale gene-expression profiles using GPAR, an artificial intelligence platform
Querying drug-induced gene expression profiles with machine learning method is an effective way for revealing drug mechanism of actions (MOAs), which is strongly supported by the growth of large scale and high...
