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Artificial Intelligence-Based Brain-Computer Interface

By: (Edited by) India) Sinha Karnataka Bangalore G. R. , (Edited by) PhD Bajaj Varun

Manufactured on Demand
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Ksh 24,850.00

Format: Paperback / Softback

ISBN-10: 0323911978

ISBN-13: 9780323911979

Publisher: Elsevier Science & Technology

Imprint: Academic Press Inc

Country of Manufacture: NL

Country of Publication: GB

Publication Date: Mar 8th, 2022

Print length: 392 Pages

Weight: 810 grams

Dimensions (height x width x thickness): 19.00 x 23.40 x 3.10 cms

Product Classification: Biomedical engineering

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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.

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Mind, Body, & Spirit