Overview

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics presents the changing world of data utilization, especially in clinical healthcare. Various techniques, methodologies, and algorithms are presented in this book 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. The entire book takes a case study approach, providing a wealth of real-world case studies in the application chapters to act as a foundational reference for biomedical engineers, computer scientists, healthcare researchers, and clinicians.
ISBN-13

9780128216330

ISBN-10

0128216336

Weight

1.70 Pounds

Dimensions

7.52 x 0.84 x 9.25 In

List Price

$170.00

Edition

1st Edition

Format

Paperback

Language

English

Pages

332 pages

Publisher

Academic Press

Published On

2021-06-14


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