Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics

Pradeep N, Sandeep Kautish, Sheng-Lung Peng
Elsevier S&T
372 pages
ISBN: 978-0128216330
June 2021

This book presents the changing world of data utilization, especially in clinical healthcare. Various techniques, methodologies, and algorithms are presented to organize data in a structured manner that will assist physicians in the care of patients and help biomedical engineers and computer scientists understand the impact of these techniques on healthcare analytics. The book is divided into two parts: Part 1 covers big data aspects such as healthcare decision support systems and analytics-related topics. Part 2 focuses on the current frameworks and applications of deep learning and machine learning, and provides an outlook on future directions of research and development.