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Humana Artificial Intelligence in Drug Design - Methods Vol 2390

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Description

Explore the integration of artificial intelligence, machine learning, and deep learning within the pharmaceutical field. This volume from the Methods in Molecular Biology series examines how AI/ML/DL approaches accelerate and transform traditional drug design processes. Readers gain insight into advanced applications including structure- and ligand-based design, augmented and multi-objective de novo drug design, and big data analysis for SAR. The text covers essential technical areas such as the prediction of binding and activity, ADMET, pharmacokinetics, and drug-target residence time. Additionally, the book addresses precision medicine and the selection of favorable chemical synthetic routes, providing a comprehensive look at how these technologies are applied in modern drug discovery.

Key Features

This Humana publication covers applications of artificial intelligence, machine learning, and deep learning in drug design.

Learn how AI/ML/DL approaches accelerate structure- and ligand-based drug design methods.

The text explores augmented and multi-objective de novo drug design alongside SAR and big data analysis.

Detailed chapters address the prediction of binding, activity, ADMET, and pharmacokinetics.

Gain information on drug-target residence time, precision medicine, and selecting favorable chemical synthetic routes.

Product Specifications

Brand
Humana
Format
hardcover
Domain
Amazon UK
Release Date
04 November 2021
Listed Since
06 May 2021

Barcode

No barcode data available

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