Verwandte Artikel zu Deep Learning in Bioinformatics: Techniques and Applications...

Deep Learning in Bioinformatics: Techniques and Applications in Practice - Softcover

Izadkhah

 
9780443446290: Deep Learning in Bioinformatics: Techniques and Applications in Practice
Softcover
ISBN 10: 0443446296 ISBN 13: 9780443446290
Verlag: Academic Press, 2026

Inhaltsangabe

Deep Learning in Bioinformatics: Techniques and Applications in Practice, Second Edition explores how deep learning 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. This updated edition includes several new chapters, applications, and examples for new Deep Learning advances and techniques.

Dr. Izadkhah provides valuable insights and will help researchers use deep learning techniques in their biological and bioinformatics studies.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Dr. Habib Izadkhah is an Associate Professor at the Department of Computer Science, University of Tabriz, Iran. He worked in the industry for a decade as a software engineer before becoming an academic. His research interests include algorithms and graphs, software engineering, and bioinformatics. More recently he has been working on the developing and applying Deep Learning to a variety of problems, dealing with biomedical images, speech recognition, text understanding, and generative models. He has contributed to various research projects, authored a number of research papers in international conferences, workshops, and journals, and also has written five books, including Source Code Modularization: Theory and Techniques from Springer.

Von der hinteren Coverseite

Deep Learning in Bioinformatics: Techniques and Applications in Practice, Second Edition 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. The Second Edition includes several new chapters, and the applications and examples have been updated for new Deep Learning advances and techniques throughout. Dr. Izadkhah provides valuable insights and will help researchers use deep learning techniques in their biological and bioinformatics studies.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Academic Press
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
0443446296
ISBN 13 
9780443446290
Einband
Taschenbuch
Auflage
2
Anzahl der Seiten
596
Kontakt zum Hersteller
Academic Press
https://shop.elsevier.com/

230 PARK AVENUE, SUITE 800
NY
NY
10169
USA
Verantwortliche Person
eVatmaster Consulting GmbH
497000000000
contact@evatmaster.com

Bettinastr. 30,60325
Frankfurt am Main
60325
Deutschland