DeepScreening: a deep learning-based screening web server for accelerating drug discovery.

ABSTRACT: Deep learning contributes significantly to researches in biological sciences and drug discovery. Previous studies suggested that deep learning techniques have shown superior performance to other machine learning algorithms in virtual screening, which is a critical step to accelerate the drug discovery. However, the application of deep learning techniques in drug discovery and chemical biology are hindered due to the data availability, data further processing and lacking of the user-friendly deep learning tools and interface. Therefore, we developed a user-friendly web server with integration of the state of art deep learning algorithm, which utilizes either the public or user-provided dataset to help biologists or chemists perform virtual screening either the chemical probes or drugs for a

SUBMITTER: Liu Z 

PROVIDER: S-EPMC6790966 | biostudies-literature | 2019 Jan

REPOSITORIES: biostudies-literature