Department of Mathematics, Harvey Mudd College, Claremont, California, USA
Research Article
Machine Learning-Based Electroencephalogram (EEG) Applications and its Marketing
Author(s): Weiqing Gu*, Bohan Yang and Ryan Chang
This paper addresses both the various EEG applications and the current EEG market ecosystem propelled by machine learning. Increasingly available open medical and health datasets using EEG encourage data-driven research with a promise of improving neurology for patient care through knowledge discovery and machine learning data science algorithm development. This effort leads to various kinds of EEG developments and currently forms a new EEG market. This paper attempts to do a comprehensive survey on the EEG market and covers the six significant applications of EEG, including diagnosis/screening, drug development, neuromarketing, daily health, metaverse and age/disability assistance. The highlight of this survey is on the compare and contrast between the research field and the business market. Our survey points out the current limitations of EEG and indicates the future direction of re.. View More»
Spanish 
Chinese 
Russian 
German 
French 
Japanese 
Portuguese 
Hindi 