MalariaFlow: A comprehensive deep learning platform for multistage phenotypic antimalarial drug discovery.

Abstract excerpt

Malaria remains a significant global health challenge due to the growing drug resistance of Plasmodium parasites and the failure to block transmission within human host. While machine learning (ML) and deep learning (DL) methods have shown promise in accelerating antimalarial drug discovery, the performance of deep learning models based on molecular graph and other co-representation approaches warrants further...

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