Artificial Intelligence-Based Brain-Computer Interface

Artificial Intelligence-Based Brain Computer Interface models non-invasive medical signals like EEG, MRI, and FMRI for BCI and related applications, emphasizing the challenges of non-invasive input due to the complex nature of the human brain. It covers AI methods/techniques for improving diagnosis, prognosis, and managing chronic conditions, as well as applications in health services and databases.

Format: Paperback / softback
Length: 392 pages
Publication date: 08 March 2022
Publisher: Elsevier Science & Technology

Artificial Intelligence-Based Brain Computer Interface (BCI) presents groundbreaking concepts of Artificial Intelligence (AI) for the modeling of non-invasive modalities of medical signals, including Electroencephalography (EEG), Magnetic Resonance Imaging (MRI), and Functional Magnetic Resonance Imaging (FMRI). These modalities, along with their AI-based analysis, are extensively employed in BCI and related applications.

The book delves into the intricate challenges of non-invasive input, owing to the complex nature of the human brain and its diverse applications for analysis, classification, and identification of various mental states. Each chapter begins with a description of a non-invasive input example, highlighting the need and motivation for employing AI methods. These methods are then discussed in detail, with a focus on connecting them to BCI technology.

The book covers a wide range of major topics, encompassing diverse AI methods and techniques for different non-invasive modalities. These include Deep Neural Networks and Machine Learning algorithms, which are applied to enhance the diagnosis and prognosis of numerous disorders affecting the nervous system, cardiovascular system, musculoskeletal system, respiratory system, and various organs of the body. Furthermore, the book explores the applications of AI in the management of chronic conditions, databases, and the delivery of health services.

By leveraging the power of AI, BCI has the potential to revolutionize the field of medical diagnostics and therapy. It offers a non-invasive means of capturing and analyzing brain activity, providing valuable insights into the functioning of the human mind and body. With ongoing advancements in AI technology, BCI is poised to become an increasingly powerful tool for healthcare professionals, enabling them to provide personalized and effective treatments for a wide range of medical conditions.

Weight: 810g
Dimension: 190 x 234 x 31 (mm)
ISBN-13: 9780323911979