Healthcare Big Data Analytics

Computational Optimization and Cohesive Approaches

By: Akash Kumar Bhoi (Editor), Ranjit Panigrahi (Editor), Victor, Hugo C. de Albuquerque (Editor), Rutvij H. Jhaveri (Editor)

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Hardcover | 4 March 2024

At a Glance

Hardcover
354 Pages

Dimensions(cm)
24.77 x 17.78 x 2.54

Hardcover

$300.92

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This book highlights how optimized big data applications can be used for patient monitoring and clinical diagnosis. In fact, IoT based applications are data driven and mostly employs modern optimization techniques. This book also explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages, challenges and issues in data collection, data handling, and data collection set-up.

THE SERIES: INTELLIGENT BIOMEDICAL DATA ANALYSIS
By focusing on the methods and tools for intelligent data analysis, this series aims to narrow the increasing gap between data gathering and data comprehension. Emphasis is also given to the problems resulting from automated data collection in modern hospitals, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring. In medicine, overcoming this gap is crucial since medical decision making needs to be supported by arguments based on existing medical knowledge as well as information, regularities and trends extracted from big data sets.

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