Artificial Intelligence in Bioinformatics

From Omics Analysis to Deep Learning and Network Mining

Mario Cannataro, Pietro Guzzi, Giuseppe Agapito, Chiara Zucco, Marianna Milano
Elsevier
268 pages
ISBN: 9780128229521
May 2022

Opening with a rigorous introduction on bioinformatics, this book presents methods and theory, including content for emergent fields such as Sentiment Analysis and Network Alignment. Other sections survey how Artificial Intelligence is exploited in bioinformatics applications, including sequence analysis, structure analysis, functional analysis, protein classification, omics analysis, biomarker discovery, integrative bioinformatics, protein interaction analysis, metabolic networks analysis, and much more.