Machine Learning and Deep Learning in Neuroimaging Data Analysis

By: Anitha S. Pillai and Bindu Menon

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Synopsis: Machine learning (ML) and deep learning (DL) have become essential tools in healthcare. They are capable of processing enormous amounts of data to find patterns and are also adopted into methods that manage and make sense of healthcare data, either electronic healthcare records or medical imagery. This book explores how ML/DL can assist neurologists in identifying, classifying or predicting neurological problems that require neuroimaging. With the ability to model high-dimensional datasets, supervised learning algorithms can help in relating brain images to behavioral or clinical observations and unsupervised learning can uncover hidden structures/patterns in images. Bringing together artificial intelligence (AI) experts as well as medical practitioners, these chapters cover the majority of neuro problems that use neuroimaging for diagnosis, along with case studies and directions for future research.

Book Quality:: Publisher Quality
Book Size:: 160 Pages
ISBN-13:: 9781003815600
Related ISBNs:: 9781003815549, 9781032190686, 9781003264767
Publisher:: CRC Press
Date of Addition:: 02/14/24
Copyrighted By:: selection and editorial matter, Anitha S. Pillai and Bindu Menon
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Anitha S. Pillai
Edited by:: Bindu Menon