Advances of Machine Learning for Knowledge Mining in Electronic Health Records, 1st Edition eBook

$30.00

. The book explores the application of cutting-edge machine learning and deep learning algorithms in mining Electronic Health Records (EHR).

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About this eTextbook

. The book explores the application of cutting-edge machine learning and deep learning algorithms in mining Electronic Health Records (EHR). With the aim of improving patient health management, this book explains the structure of EHR consisting of demographics, medical history, and diagnosis, with a focus on the design and representation of structured, semi-structured, and unstructured data.

Explains the design of organized, semi-structured, unstructured, and irregular time series data of electronic health records Covers information extraction, standards for meta-data, reuse of metadata for clinical research, and organized and unstructured data Discusses supervised and unsupervised learning in electronic health records Describes clustering and classification techniques for organized, semi- structured, and unstructured data from electronic health records This book is an essential resource for researchers and professionals in fields like computer science, biomedical engineering, and information technology, seeking to enhance healthcare efficiency, security, and privacy through advanced data analytics and machine learning. ISBNs for Advances of Machine Learning for Knowledge Mining in Electronic Health Records are 9781040305744, 1040305741 and the print ISBNs are 9781032526102, 1032526106. Additional ISBNs include 9781040305690, 9781003408376.

Publication details

Author: Mohamed Fathimal, P.
Publisher: Chapman & Hall

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About this eTextbook

Publication details

Author: Mohamed Fathimal, P.
Publisher: Chapman & Hall

What you receive

A licensed digital edition of this title, supplied as PDF or EPUB. The format is set by the publisher, so email us the ISBN before ordering and we will confirm which one it is.
Delivered to the email address on your order as a secure download link, usually within minutes and always within 24 hours of payment.
Download links do not expire and there is no cap on re-downloads. Readable on any computer, tablet or phone, online or offline.
This is a digital edition. Nothing is printed, packed or posted, and there is no delivery charge.