Machine Learning for Neurodegenerative Disorders: Advancements and Applications (1) (Artificial Intelligence in Biomedical Image Processing)

By: Biswajit Jena and Sanjay Saxena and Sudip Paul

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Synopsis: This book explores the application of machine learning to the understanding, early diagnosis, and management of neurodegenerative disorders. With a specific focus on its role in ongoing clinical trials, the book covers essential topics such as data collection, pre-processing, feature extraction, model development, and validation techniques. It delves into the applications of neuroimaging techniques like magnetic resonance imaging (MRI), computed tomography (CT), and positron emission tomography (PET) in the diagnosis and understanding of neurodegenerative disorders. Additionally, the book examines various machine-learning algorithms employed for biomarker discovery in neurodegenerative disorders. It highlights the role of neuroinformatics and big data analysis in advancing the understanding and management of neurodegenerative disorders. Furthermore, the book reviews future prospects and presents the ethical considerations and regulatory challenges associated with implementing machine learning approaches in the diagnosis, treatment, and prevention of neurodegenerative disorders. This comprehensive resource is intended for neuroscientists, students, researchers, and neurologists to understand the emerging scope of machine learning in neurodegenerative disorders.

Book Quality:: Publisher Quality
Book Size:: 264 Pages
ISBN-13:: 9781040317921
Related ISBNs:: 9781040317914, 9781032660936, 9781032661025
Publisher:: CRC Press
Date of Addition:: 03/31/25
Copyrighted By:: selection and editorial matter, Biswajit Jena, Sanjay Saxena, and Sudip Paul
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Science, Technology, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: null Biswajit Jena
Edited by:: null Sanjay Saxena
Edited by:: null Sudip Paul