Deep Learning and Edge Computing Solutions for High Performance Computing

Suresh, A.; Paiva, Sara

This book provides an insight into ways of inculcating the need for applying mobile edge data analytics in bioinformatics and medicine. The book is a comprehensive reference that provides an overview of the current state of medical treatments and systems and offers emerging solutions for a more personalized approach to the healthcare field. Topics include deep learning methods for applications in object detection and identification, object tracking, human action recognition, and cross-modal and multimodal data analysis. High performance computing systems for applications in healthcare are also discussed. The contributors also include information on microarray data analysis, sequence analysis, genomics based analytics, disease network analysis, and techniques for big data Analytics and health information technology.

Details

Published by: Springer

Publication Date: 2022-01-28

Format: Paperback

ISBN-13: 9783030602673

DOI: 10.1007/978-3-030-60265-9

Dimensions: 235.0cm x155.0cm

Pages: 279.0