Deep Learning in Bioinformatics

Techniques and Applications in Practice

Habib Izadkhah
Elsevier S&T
380 pages
ISBN: 9780128238226
January 2022

Deep Learning in Bioinformatics introduces the topic in an easy-to-understand way, exploring how it can be utilized for addressing important problems in bioinformatics, including drug discovery, de novo molecular design, sequence analysis, protein structure prediction, gene expression regulation, protein classification, biomedical image processing and diagnosis, biomolecule interaction prediction, and in systems biology. The book also presents theoretical and practical successes of deep learning in bioinformatics, pointing out problems and suggesting future research directions.