0

Call Boomerang Books 1300 36 33 32

Description - Machine Learning in Medicine by Ayman El-Baz

Machine Learning in Medicine covers the state-of-the-art techniques of machine learning and their applications in the medical field. It presents several computer-aided diagnosis (CAD) systems, which have played an important role in the diagnosis of several diseases in the past decade, e.g., cancer detection, resulting in the development of several successful systems.

New developments in machine learning may make it possible in the near future to develop machines that are capable of completely performing tasks that currently cannot be completed without human aid, especially in the medical field. This book covers such machines, including convolutional neural networks (CNNs) with different activation functions for small- to medium-size biomedical datasets, detection of abnormal activities stemming from cognitive decline, thermal dose modelling for thermal ablative cancer treatments, dermatological machine learning clinical decision support systems, artificial intelligence-powered ultrasound for diagnosis, practical challenges with possible solutions for machine learning in medical imaging, epilepsy diagnosis from structural MRI, Alzheimer's disease diagnosis, classification of left ventricular hypertrophy, and intelligent medical language understanding.

This book will help to advance scientific research within the broad field of machine learning in the medical field. It focuses on major trends and challenges in this area and presents work aimed at identifying new techniques and their use in biomedical analysis, including extensive references at the end of each chapter.

Buy Machine Learning in Medicine by Ayman El-Baz from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9781138106901
Format: Hardback
(234mm x 156mm x mm)
Pages: 292
Imprint: CRC Press
Publisher: Taylor & Francis Ltd
Publish Date: 4-Aug-2021
Country of Publication: United Kingdom

Book Reviews - Machine Learning in Medicine by Ayman El-Baz

» Have you read this book? We'd like to know what you think about it - write a review about Machine Learning in Medicine book by Ayman El-Baz and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)


A Preview for this title is currently not available.