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Early Detection of Neurological Disorders Using Machine Learning Systems

2019-06-28 Medical
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Release : 2019-06-28
Genre : Medical
Kind : eBook
Book Rating : 680/5 ( reviews)

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Book Synopsis Early Detection of Neurological Disorders Using Machine Learning Systems by : Paul, Sudip

Download or read book Early Detection of Neurological Disorders Using Machine Learning Systems written by Paul, Sudip. This book was released on 2019-06-28. Available in PDF, EPUB and Kindle. Book excerpt: While doctors and physicians are more than capable of detecting diseases of the brain, the most agile human mind cannot compete with the processing power of modern technology. Utilizing algorithmic systems in healthcare in this way may provide a way to treat neurological diseases before they happen. Early Detection of Neurological Disorders Using Machine Learning Systems provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. The topics included in this book are artificial intelligence, data analysis, and biomedical informatics. It is designed for clinicians, doctors, neurologists, physiotherapists, neurorehabilitation specialists, scholars, academics, and students interested in topics centered on biomedical engineering, bio-electronics, medical electronics, physiology, neurosciences, life sciences, and physics.

Application of Artificial Intelligence in Neurological Disorders

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Book Rating : 771/5 ( reviews)

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Book Synopsis Application of Artificial Intelligence in Neurological Disorders by : Mullaicharam Bhupathyraaj

Download or read book Application of Artificial Intelligence in Neurological Disorders written by Mullaicharam Bhupathyraaj. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

Deep Learning for Neurological Disorders in Children

2022-12-02 Science
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Release : 2022-12-02
Genre : Science
Kind : eBook
Book Rating : 480/5 ( reviews)

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Book Synopsis Deep Learning for Neurological Disorders in Children by : Saman Sargolzaei

Download or read book Deep Learning for Neurological Disorders in Children written by Saman Sargolzaei. This book was released on 2022-12-02. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence for Neurological Disorders

2022-09-23 Medical
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Release : 2022-09-23
Genre : Medical
Kind : eBook
Book Rating : 782/5 ( reviews)

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Book Synopsis Artificial Intelligence for Neurological Disorders by : Ajith Abraham

Download or read book Artificial Intelligence for Neurological Disorders written by Ajith Abraham. This book was released on 2022-09-23. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence for Neurological Disorders provides a comprehensive resource of state-of-the-art approaches for AI, big data analytics and machine learning-based neurological research. The book discusses many machine learning techniques to detect neurological diseases at the cellular level, as well as other applications such as image segmentation, classification and image indexing, neural networks and image processing methods. Chapters include AI techniques for the early detection of neurological disease and deep learning applications using brain imaging methods like EEG, MEG, fMRI, fNIRS and PET for seizure prediction or neuromuscular rehabilitation. The goal of this book is to provide readers with broad coverage of these methods to encourage an even wider adoption of AI, Machine Learning and Big Data Analytics for problem-solving and stimulating neurological research and therapy advances. Discusses various AI and ML methods to apply for neurological research Explores Deep Learning techniques for brain MRI images Covers AI techniques for the early detection of neurological diseases and seizure prediction Examines cognitive therapies using AI and Deep Learning methods

Machine Learning for Brain Disorders

2023-07-25 Medical
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Release : 2023-07-25
Genre : Medical
Kind : eBook
Book Rating : 973/5 ( reviews)

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Book Synopsis Machine Learning for Brain Disorders by : Olivier Colliot

Download or read book Machine Learning for Brain Disorders written by Olivier Colliot. This book was released on 2023-07-25. Available in PDF, EPUB and Kindle. Book excerpt: This Open Access volume provides readers with an up-to-date and comprehensive guide to both methodological and applicative aspects of machine learning (ML) for brain disorders. The chapters in this book are organized into five parts. Part One presents the fundamentals of ML. Part Two looks at the main types of data used to characterize brain disorders, including clinical assessments, neuroimaging, electro- and magnetoencephalography, genetics and omics data, electronic health records, mobile devices, connected objects and sensors. Part Three covers the core methodologies of ML in brain disorders and the latest techniques used to study them. Part Four is dedicated to validation and datasets, and Part Five discusses applications of ML to various neurological and psychiatric disorders. In the Neuromethods series style, chapters include the kind of detail and key advice from the specialists needed to get successful results in your laboratory. Comprehensive and cutting, Machine Learning for Brain Disorders is a valuable resource for researchers and graduate students who are new to this field, as well as experienced researchers who would like to further expand their knowledge in this area. This book will be useful to students and researchers from various backgrounds such as engineers, computer scientists, neurologists, psychiatrists, radiologists, and neuroscientists.

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