Accelerating drug discovery with machine learning and AI [electronic resource] / Olexandr Isayev.
Material type:
FilmSeries: Henry Stewart talksBiomedical & life sciences collection. Periodic reports: Publisher: London : Henry Stewart Talks, 2022Description: 1 online resource (1 streaming video file (38 min.) : color, sound)Subject(s): 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 | Pharmacology -- methodsOnline resources: Click here to access online | Series 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.