Ensemble-based feature engineering mechanism to decode imagined speech from brain signals

Speech impairments, resulting from brain injuries, mental disorders, or vocal abuse, substantially affect an individual’s quality of life and can lead to social isolation. Brain–Computer Interfaces (BCIs), particularly those based on EEG, offer a promising support mechanism by harnessing brain signa...

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發表在:	Informatics in Medicine Unlocked
Main Authors:	Uzair Shah, Mahmood Alzubaidi, Farida Mohsen, Tanvir Alam, Mowafa Househ
格式:	Article
語言:	英语
出版:	Elsevier 2024-01-01
主題:	Brain–computer interfaces (BCIs) EEG-based BCIs Ensemble-based feature engineering Predictive analytics Speech decoding
在線閱讀:	http://www.sciencedirect.com/science/article/pii/S2352914824000479