£88.93

Academic Press Deep Learning in Bioinformatics Textbook

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Description

Deep Learning in Bioinformatics: Techniques and Applications in Practice provides an accessible entry point into the intersection of artificial intelligence and biological sciences. Published by Academic Press, this book explains how deep learning methods address complex challenges in modern biology and medicine. Readers will learn how these advanced computational techniques are applied to critical areas such as drug discovery, de novo molecular design, and protein structure prediction. The text covers a wide range of practical uses, including sequence analysis, gene expression regulation, and protein classification. It also explores biomedical image processing, diagnosis, and biomolecule interaction prediction within systems biology. By presenting both theoretical foundations and practical successes, this book helps users understand real-world applications while identifying existing problems and future directions in the field. It is designed to make complex topics easy to understand for those working in bioinformatics and related healthcare disciplines.

Key Features

Explores practical applications in drug discovery and de novo molecular design to aid pharmaceutical research.

Covers essential sequence analysis and protein structure prediction techniques for biological data.

Provides insights into gene expression regulation and protein classification methods.

Discusses biomedical image processing and diagnosis for improved healthcare outcomes.

Examines biomolecule interaction prediction and its role in systems biology.

Presents both theoretical successes and practical implementations of deep learning models.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
08 January 2022
Listed Since
08 September 2021

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