ISBN:
9781119792673
,
1119792673
,
9781119792666
,
1119792665
,
9781119791836
Language:
English
Pages:
1 online resource
Parallel Title:
Erscheint auch als
DDC:
610.285
Keywords:
Medical informatics
;
Bioinformatics
;
Big data
;
Deep learning (Machine learning)
;
Computational Biology
;
Médecine ; Informatique
;
Bio-informatique
;
Données volumineuses
;
Electronic books
Abstract:
BIOINFORMATICS AND MEDICAL APPLICATIONS The main topics addressed in this book are big data analytics problems in bioinformatics research such as microarray data analysis, sequence analysis, genomics-based analytics, disease network analysis, techniques for big data analytics, and health information technology. Bioinformatics and Medical Applications: Big Data Using Deep Learning Algorithms analyses massive biological datasets using computational approaches and the latest cutting-edge technologies to capture and interpret biological data. The book delivers various bioinformatics computational methods used to identify diseases at an early stage by assembling cutting-edge resources into a single collection designed to enlighten the reader on topics focusing on computer science, mathematics, and biology. In modern biology and medicine, bioinformatics is critical for data management. This book explains the bioinformatician's important tools and examines how they are used to evaluate biological data and advance disease knowledge. The editors have curated a distinguished group of perceptive and concise chapters that presents the current state of medical treatments and systems and offers emerging solutions for a more personalized approach to healthcare. Applying deep learning techniques for data-driven solutions in health information allows automated analysis whose method can be more advantageous in supporting the problems arising from medical and health-related information. Audience The primary audience for the book includes specialists, researchers, postgraduates, designers, experts, and engineers, who are occupied with biometric research and security-related issues.
Note:
Description based on online resource; title from digital title page (viewed on April 28, 2022)
