Deep Learning in Translational Bioinformatics - Volume 15 - Image 1

£119.29

Academic Press Deep Learning in Translational Bioinformatics - Volume 15

Name: Deep Learning in Translational Bioinformatics - Volume 15
Brand: Academic Press
Price: 119.29 GBP
Availability: InStock

AI & Machine Learning

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Description

Deep Learning Applications in Translational Bioinformatics, Volume 15 in the Advances in Ubiquitous Sensing Application for Healthcare series, provides a comprehensive exploration of deep learning techniques applied to bioinformatics research. This academic resource covers foundational bioinformatics concepts alongside practical deep learning methodologies, including ensemble approaches, protein classification systems, disease detection frameworks, antiviral peptide prediction, antibiotic resistance identification, computer-aided drug design, and drug formulation strategies. Designed for researchers and professionals in machine learning and bioinformatics, this volume bridges theoretical knowledge and real-world clinical applications, offering insights into how deep learning transforms modern healthcare and pharmaceutical development.

Key Features

Deep learning ensembles and advanced neural network architectures tailored for bioinformatics applications.

Protein classification techniques using deep learning to predict structure and function.

Disease detection methods leveraging deep learning for improved diagnostic accuracy.

Antiviral peptide prediction strategies employing machine learning models.

Antibiotic resistance identification using deep learning approaches to combat bacterial threats.

Computer-aided drug design frameworks integrating deep learning for pharmaceutical innovation.

Drug formulation guidance combining bioinformatics expertise with deep learning optimisation.

Product Specifications

Brand: Academic Press
Format: paperback
ASIN: 0443222991
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 15 March 2024
Listed Since: 16 August 2023

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Academic Press Deep Learning in Translational Bioinformatics - Volume 15

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