Name: Machine Learning for Neurodegenerative Disorders: Advancements and Applications (Artificial Intelligence in Biomedical Image Processing) (en Inglés)
SKU: 64177993
Price: 129.24 USD
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Author: Jena Biswajit,Saxena Sanjay,Paul Sudip

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

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

Formato

Libro Físico

Editorial

Crc Press

Autor

Jena Biswajit,Saxena Sanjay,Paul Sudip

Idioma

Inglés

N° páginas

252

Encuadernación

Tapa Dura

ISBN13

9781032660936

N° edición

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

Jena Biswajit,Saxena Sanjay,Paul Sudip (Autor) · Crc Press · Tapa Dura

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Reseña del libro "Machine Learning for Neurodegenerative Disorders: Advancements and Applications (Artificial Intelligence in Biomedical Image Processing) (en Inglés)"

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.