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Humana Artificial Intelligence in Drug Design - Vol 2390

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Description

Explore the transformative impact of modern computational technologies in this specialized volume from the Methods in Molecular Biology series. Artificial Intelligence in Drug Design: 2390 provides a deep look into how artificial intelligence (AI), machine learning (ML), and deep learning (DL) are changing the landscape of pharmaceutical development. This book examines how these advanced approaches accelerate traditional methods. Readers will learn about applications in structure- and ligand-based design, augmented and multi-objective de novo drug design, and big data analysis for SAR. The text also covers essential predictive modeling, including binding/activity, ADMET, pharmacokinetics, and drug-target residence time. Designed for researchers and professionals, this volume addresses how AI/ML/DL can be used for precision medicine and the selection of favorable chemical synthetic routes. It provides a comprehensive overview of how broadly these technologies are applied in the field and identifies areas for future development in drug design processes.

Key Features

Covers essential applications of artificial intelligence, machine learning, and deep learning specifically for drug design workflows.

Explains how AI/ML/DL approaches can accelerate traditional structure- and ligand-based drug design methodologies.

Provides technical insights into augmented and multi-objective de novo drug design and SAR big data analysis.

Details predictive modeling for binding/activity, ADMET, pharmacokinetics, and drug-target residence time.

Discusses the implementation of AI in precision medicine and the selection of 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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