A3 Refereed book chapter or chapter in a compilation book
Artificial intelligence in diagnosis of neural disorders using biosignals and imaging
Authors: Subasi, Abdulhamit; Subasi, Tuba Nur; Ozaltin, Oznur
Editors: Kunal Pal, Bala Chakravarthy Neelapu and J. Sivaraman
Publisher: Elsevier
Publication year: 2024
Journal: Advances in Artificial Intelligence
Book title : Advances in Artificial Intelligence : Biomedical Engineering Applications in Signals and Imaging
Journal name in source: Advances in Artificial Intelligence: Biomedical Engineering Applications in Signals and Imaging
First page : 523
Last page: 560
ISBN: 978-0-443-19073-5
DOI: https://doi.org/10.1016/B978-0-443-19073-5.00014-8
Web address : https://doi.org/10.1016/B978-0-443-19073-5.00014-8
Based on the coherent data provided, artificial intelligence (AI) has widely tied the practice of medicine at diverse diagnosis levels. Various biosignals can be utilized to examine a patient’s state and make decisions. Signals are used by medical devices to send information to caregivers. AI algorithms and techniques will aid in the forecast of health problems and the monitoring of organ health, whilst AI classification, regression and prediction, algorithms will assist the medical business in protecting against health threats. People will be guided to keep healthy if health issues can be predicted and detected early. AI is an efficient tool for diagnosing neural disorders because these techniques are utilized in clinical practices as a computer-aided diagnosis (CAD) technique and play a critical role in identifying changes in brain signals and images for diagnosing of neural disorders. This chapter examines and reviews current research, developments, and problems in AI approaches employed for medical signal and image processing and analysis in the diagnosis of neural disorders. Several studies have identified and used various strategies for CAD of neural disorders, including AI tools. The primary focus is on developing a secure, but basic and rapid model for automatic diagnosis of neural disorders. AI techniques arebeing used to identify neural disorders.
