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eess.SP2025
PainDECOG: Machine Learning-Based Identification of Pain Biomarkers from sEEG Signals
Sidharth Sidharth, Vishwas Sathish, Shweta Bansal +5
This study presents a systematic machine-learning approach for classifying acute pain from raw electrophysiological signals. We address binary and ternary classification tasks, lev…
eess.SP2023★ 19 cited
Emotion Detection from EEG using Transfer Learning
Sidharth Sidharth, Ashish Abraham Samuel, Ranjana H +2
The detection of emotions using an Electroencephalogram (EEG) is a crucial area in brain-computer interfaces and has valuable applications in fields such as rehabilitation and medi…