Human-Centric Cognitive State Recognition Using Physiological Signals: A Systematic Review of Machine Learning Strategies Across Application Domains

Human-Centric Cognitive State Recognition Using Physiological Signals: A Systematic Review of Machine Learning Strategies Across Application Domains

This systematic review analyses advancements in cognitive state recognition from 2010 to early 2024, evaluating 405 relevant articles from an initial pool of 2398 records identified through five databases: Scopus, Engineering Village, Web of Science, IEEE Xplore, and PubMed. Studies were included if...

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Bibliographic Details
Main Authors:	Kaizhe Jin, Adrian Rubio-Solis, Ravi Naik, Daniel Leff, James Kinross, George Mylonas
Format:	Article
Language:	English
Published:	MDPI AG 2025-07-01
Series:	Sensors
Subjects:	cognitive state recognition deep learning human-centric AI physiological signals
Online Access:	https://www.mdpi.com/1424-8220/25/13/4207
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