Sowmya M Ramaswamy

Dexmedetomidine-induced deep sedation mimics non-rapid eye movement stage 3 sleep: large-scale validation using machine learning

S M Ramaswamy, M A S Weerink, M M R F Struys, 2020, Sleep.

Frontal electroencephalogram based drug, sex, and age independent sedation level prediction using non-linear machine learning algorithms

S. Ramaswamy, M. H. Kuizenga, M. A. S. Weerink, 2020, Journal of Clinical Monitoring and Computing.

Novel drug-independent sedation level estimation based on machine learning of quantitative frontal electroencephalogram features in healthy volunteers.

M. Struys, S. Nagaraj, S. Ramaswamy, 2019, British journal of anaesthesia.