Machine Learning (eBook, ePUB)

Methods and Applications to Brain Disorders
Redaktion: Mechelli, Andrea; Vieira, Sandra

• Format: ePub

Produktbeschreibung

Machine Learning is an area of artificial intelligence involving the development of algorithms to discover trends and patterns in existing data; this information can then be used to make predictions on new data. A growing number of researchers and clinicians are using machine learning methods to develop and validate tools for assisting the diagnosis and treatment of patients with brain disorders. Machine Learning: Methods and Applications to Brain Disorders provides an up-to-date overview of how these methods can be applied to brain disorders, including both psychiatric and neurological disease. This book is written for a non-technical audience, such as neuroscientists, psychologists, psychiatrists, neurologists and health care practitioners.

• Provides a non-technical introduction to machine learning and applications to brain disorders
• Includes a detailed description of the most commonly used machine learning algorithms as well as some novel and promising approaches
• Covers the main methodological challenges in the application of machine learning to brain disorders
• Provides a step-by-step tutorial for implementing a machine learning pipeline to neuroimaging data in Python

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 408
• Erscheinungstermin: 14. November 2019
• Englisch
• ISBN-13: 9780128157404
• Artikelnr.: 61688282