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Published by Elsevier Science & Technology, 2022
ISBN 10: 0323911978 ISBN 13: 9780323911979
Language: English
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Published by Elsevier Science & Technology, 2022
ISBN 10: 0323911978 ISBN 13: 9780323911979
Language: English
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Add to basketCondition: New. Inhaltsverzeichnis1. Introduction to Artificial Intelligence and Brain-Computer Interface2. Development BCI Using AI Diagnosis of Epileptic Seizure Disorders3. AI-Based BCI for Identification of Sleep Disorders Using EEG Signals.
Published by Elsevier Science & Technology Mär 2022, 2022
ISBN 10: 0323911978 ISBN 13: 9780323911979
Language: English
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Add to basketTaschenbuch. Condition: Neu. Neuware - Artificial Intelligence-Based Brain Computer Interface provides concepts of AI for the modeling of non-invasive modalities of medical signals such as EEG, MRI and FMRI. These modalities and their AI-based analysis are employed in BCI and related applications. The book emphasizes the real challenges in non-invasive input due to the complex nature of the human brain and for a variety of applications for analysis, classification and identification of different mental states. Each chapter starts with a description of a non-invasive input example and the need and motivation of the associated AI methods, along with discussions to connect the technology through BCI. Major topics include different AI methods/techniques such as Deep Neural Networks and Machine Learning algorithms for different non-invasive modalities such as EEG, MRI, FMRI for improving the diagnosis and prognosis of numerous disorders of the nervous system, cardiovascular system, musculoskeletal system, respiratory system and various organs of the body. The book also covers applications of AI in the management of chronic conditions, databases, and in the delivery of health services.
Published by Academic Press, 2022
ISBN 10: 0275977900 ISBN 13: 9780275977900
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Add to basketPaperback. Condition: Brand New. 376 pages. 9.00x7.50x0.75 inches. In Stock. This item is printed on demand.