Artificial Intelligence-Based Brain-Computer Interface (Paperback)

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.

General

Imprint:	Academic Press Inc
Country of origin:	United Kingdom
Release date:	March 2022
Editors:	Varun Bajaj • G. R. Sinha
Dimensions:	235 x 191 x 31mm (L x W x T)
Format:	Paperback
Pages:	392
ISBN-13:	978-0-323-91197-9
Categories:	Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Promotions
LSN:	0-323-91197-8
Barcode:	9780323911979

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!