Isayev, Olexandr,

Accelerating drug discovery with machine learning and AI [electronic resource] / Olexandr Isayev. - London : Henry Stewart Talks, 2022. - 1 online resource (1 streaming video file (38 min.) : color, sound). - Periodic reports : advances in clinical interventions and research platforms, 2056-452X . - Henry Stewart talks. Biomedical & life sciences collection. Periodic reports. .

Animated audio-visual presentation with synchronized narration. Title from title frames.

Contents: Machine-learning techniques -- Artificial intelligence methods -- Drug discovery -- Molecular modeling -- Choosing a disease -- Identifying a drug target -- Choosing the bioassay -- AlphaFold 2: Protein structure prediction -- Computer-assisted drug design -- NIH IDG-DREAM -- Predictive vs. generative models -- Molecular design with deep reinforcement learning.

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Mode of access: World Wide Web.

5638 Henry Stewart Talks

Artificial intelligence--Biological applications.
Drug development.
Machine learning.
Artificial Intelligence.
Biological Assay.
Computer Simulation.
Deep Learning.
Drug Design.
Drug Discovery--methods.
Drug Discovery--trends.
Machine Learning--trends.
Models Molecular.
Pharmaceutical Preparations.
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