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Deep Learning in Genetics and Genomics
Hoofdkenmerken
Auteur: Khalid Raza
Titel: Deep Learning in Genetics and Genomics
Uitgever: Elsevier S & T
ISBN: 9780443275241
ISBN boekversie: 9780443275234
Editie: 1
Prijs: € 196,62
Verschijningsdatum: 28-11-2024
Inhoudelijke kenmerken
Categorie: Molecular biology
Taal: English
Imprint: Academic Press
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003ci\u003eDeep Learning in Genetics and Genomics: Vol. 2 (Advanced Applications)\u003c/i\u003e delves into the Deep Learning methods and their applications in various fields of studies, including genetics and genomics, bioinformatics, health informatics and medical informatics generating the momentum of today's developments in the field. In 25 chapters this title covers advanced applications in the field which includes deep learning in predictive medicines), analysis of genetic and clinical features, transcriptomics and gene expression patterns analysis, clinical decision support in genetic diagnostics, deep learning in personalised genomics and gene editing, and understanding genetic discoveries through Explainable AI. Further, it also covers various deep learning-based case studies, making this book a unique resource for wider, deeper, and in-depth coverage of recent advancement in deep learning based approaches. This volume is not only a valuable resource for health educators, clinicians, and healthcare professionals but also to graduate students of genetics, genomics, biology, biostatistics, biomedical sciences, bioinformatics, and interdisciplinary sciences.\u003cul\u003e\u003cli\u003eEmbraces the potential that deep learning holds for understanding genome biology\u003c/li\u003e\u003cli\u003eEncourages further advances in this area, extending to all aspects of genomics research\u003c/li\u003e\u003cli\u003eProvides Deep Learning algorithms in genetic and genomic research\u003c/li\u003e\u003c/ul\u003e
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