BioinformaticsNature Machine IntelligencePeer-reviewed
A deep learning framework for high-throughput mechanism-driven phenotype compound screening
Thai-Hoang Pham, Yue Qiu, Jucheng Zeng…·Ping Zhang
This paper introduces DeepCE, a deep learning framework for chemical-induced gene expression prediction and compound screening, showing improved performance over existing methods and demonstrating its application to COVID-19 drug repurposing.
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