Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty Publications Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Sivasakthivel, Ramkumar; Rajagopal, Manikandan; Ramar, Gobinath; Stephen, R.; Sindhu, V.; Fernandiz, Elvis Vidit Title A name given to the resource A Systematic Review and Modern Approaches for Bio Signal Based BCI's Date A point or period of time associated with an event in the lifecycle of the resource 01-01-2025 Source A related resource from which the described resource is derived Proceedings of 2025 International Conference on Computing for Sustainability and Intelligent Future, COMP-SIF 2025; Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/COMP-SIF65618.2025.10969971" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/COMP-SIF65618.2025.10969971</a> <br /><br /><a href="https://www.scopus.com/pages/publications/105004985070?origin=resultslist" target="_blank" rel="noreferrer noopener">https://www.scopus.com/pages/publications/105004985070?origin=resultslist</a> Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Sivasakthivel R., Christ University, Bangalore, India; Rajagopal M., Christ University, Bangalore, India; Ramar G., Christ University, Bangalore, India; Stephen R., Christ University, Bangalore, India; Sindhu V., Christ University, Bangalore, India; Fernandiz E.V., Christ University, Bangalore, India Description An account of the resource Bio-signals play a very critical role in modern medicine, especially for paralyzed patients. The development of Brain-Computer Interface (BCI) systems, which allows direct brain-to-external device contact, is made possible by these signals, creating new ways for medical intervention and rehabilitation. Using these bio-signals, modern medicine has made great strides toward developing intelligent devices that enhance the quality of life for people who are paralyzed. These include improved mobility, supported communication devices, and environmental control. In this survey, we thoroughly assess the latest BCI-based smart devices and their medical applications. By finding and examining current methods, technologies, and practical uses, we seek to showcase the effectiveness and potential of brain-computer interfaces (BCIs) in providing new ways to treat paralysis. Currently, bio-signal-based control systems have been continuously used rapidly in biomedical devices and assistive robots to enhance and improve the quality of life for disabled and elderly individuals. Among these, electromyograph (EMG), electroencephalography (EEG), and electrooculography (EOG) bio-signals are highly used for improving modern technologies. The primary objectives of this paper are to detail the techniques used in Brain-computer interface-based smart devices and their applications, used in healthcare. Additionally, this paper provides an overview of applications controlled through these bio-signals and discusses the research challenges in developing these control systems. 2025 IEEE. Subject The topic of the resource Brain Computer Interface; Electroencephalogram; Electromyogram; Electrooculogram; Human Computer Interface; Human Machine Interface Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Relation A related resource ISBN: 979-833153853-8; Language A language of the resource English Type The nature or genre of the resource Conference paper Rights Information about rights held in and over the resource Restricted Access; Hardcopy may be available in the library Format The file format, physical medium, or dimensions of the resource online