NeurosciencebioRxivPreprint
Decoding Cognitive States from fMRI Using Classical Machine Learning and Temporal Dynamics Analysis: An Interpretable Approach Using the Human Connectome Project
Valeriya Kirova, Dzerassa Kadieva, Daniil Vlasenko…·Isak B. Blank
This paper uses classical machine learning and temporal dynamics analysis to classify task-induced brain states from fMRI data, showing that temporal activity patterns are critical for distinguishing cognitive states.