K-Means Clustering Machine Learning Approach Reveals Groups of Homogeneous Individuals With Unique Brain Activation, Task, and Performance Dynamics Using fNIRS

Wearable functional near-infrared spectroscopy (fNIRS) for measuring brain function, in terms of hemodynamic responses, is pervading our everyday life and holds the potential to reliably classify cognitive load in a naturalistic environment. However, human’s brain hemodynamic response, be...

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Main Author: Manob Jyoti Saikia (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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