Non-invasive biosensing for healthcare using artificial intelligence: a semi-systematic review

T Islam, P Washington - Biosensors, 2024‏ - mdpi.com
The rapid development of biosensing technologies together with the advent of deep learning
has marked an era in healthcare and biomedical research where widespread devices like …

Biosignals based automated driver cognitive load assessment using a pre-trained transformer

MM Azizi, B BabaAli - IEEE Transactions on Intelligent Vehicles, 2024‏ - ieeexplore.ieee.org
Assessing driver cognitive load (DCL) is essential for enhancing driving safety and
performance. This study introduces a novel method that leverages a pre-trained biosignal …

[PDF][PDF] Psychological Stress Classification Using EEG and ECG: A CNN Based Multimodal Fusion Model

B Zhou, L Wang, C Jiang - 2024‏ - assets-eu.researchsquare.com
Psychological stress cannot be ignored in today's society, and there is an urgent need for an
objective and cost-effective method to detect it. However, traditional machine learning …

Mental Stress Assessment in Working Environment for an Individual Using Wearable Sensor of EEG and Pulse Signal Measured with Help of Deep Learning …

MV Karthikeyan, S Bhuvaneshwar… - … Conference on Computer …, 2024‏ - Springer
Thanks to artificial intelligence (AI), machines will eventually have the same emotional
impact as humans. Deep emotions, not just words, are used by this “affective computing” to …