Browsing by Author "Murugesan, Gowtham Krishnan"
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INVESTIGATION OF COPLING STRENGTH AND DIRECTIONALITY BETWEEN EEG AND FNIRS AT RESTING STATE USING PERMUTATION CONDITIONAL MUTUAL INFORMATION
Murugesan, Gowtham Krishnan (2016-08-26)The motivation of study is to combine multimodality approach EEG-fNIRS to study relationship between neural activity and hemodynamic response applying information theory concepts. Investigating human brain function can be ... -
Machine Learning and Deep Learning Applications in Neuroimaging
Murugesan, Gowtham Krishnan; 0000-0002-2160-6648 (2020-08-20)Deep Learning (DL) tools have the potential to analyze large datasets and extract meaningful insights to enhance patient outcomes. Radiological images such as MRI and CT, often contain complex patterns that can be difficult ...