{"product_id":"artificial-intelligence-based-brain-computer-interface-paperback-9780323911979","title":"Artificial Intelligence-Based Brain-Computer Interface (Paperback \/ softback) 9780323911979","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eArtificial Intelligence-Based Brain-Computer Interface\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eExamines the application of Artificial Intelligence to Brain-Computer Interface for the diagnosis and classification of a wide variety of neurological disorders\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eVarun Bajaj (Edited by), G. R. Sinha (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780323911979, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 8 March 2022\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e392 pages, 200 illustrations (50 in full color)\u003cbr\u003e23.5 x 19 x 2.5 cm, 0.81 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eArtificial Intelligence-Based Brain Computer Interface\u003c\/i\u003e 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.\u003c\/p\u003e  \u003cp\u003eMajor 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.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Introduction to Artificial Intelligence and Brain-Computer Interface\u003cbr\u003e2. Development BCI Using AI Diagnosis of Epileptic Seizure Disorders\u003cbr\u003e3. AI-Based BCI for Identification of Sleep Disorders Using EEG Signals\u003cbr\u003e4. Emotion Recognition Based BCI\u003cbr\u003e5. AI-Based BCI for Apnea Detection\u003cbr\u003e6. Motor-Imagery Task Classification in BCI\u003cbr\u003e7. Identifying Alcoholic Brain State and Effect in BCI\u003cbr\u003e8. Approaches for Classification of Apnea Disorders Using EEG Signals\u003cbr\u003e9. Stress Management Using Artificial Intelligence for BCI\u003cbr\u003e10. Machine Learning Techniques for Development of Smart Healthcare\u003cbr\u003e11. Prediction of Disease Based on Probabilistic Modeling of Medical Data\u003cbr\u003e12. AI-Based Classification of Focal Disorders Using EEG Signals\u003cbr\u003e13. Identification and Analysis of EEG Signals for BCI\u003cbr\u003e14. Intelligent Medical Data Processing for BCI\u003cbr\u003e15. Management of Disease Spread in Large Populations: Case Studies in BCI\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Biomedical engineering [\u003ca title=\"See our other books on Biomedical engineering\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Biomedical%20engineering%20%5BMQW%5D%22\"\u003eMQW\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Academic Press","offers":[{"title":"Default Title","offer_id":46651137130776,"sku":"9780323911979","price":119.29,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780323911979_6729ec69-a290-42a6-8c0b-ae1f05e56ab7.jpg?v=1694993407","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/artificial-intelligence-based-brain-computer-interface-paperback-9780323911979","provider":"Freshly Printed Books","version":"1.0","type":"link"}