M. A. S. Weerink

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.

Predicting Deep Hypnotic State From Sleep Brain Rhythms Using Deep Learning: A Data-Repurposing Approach

M. Struys, S. Ramaswamy, M. A. S. Weerink, 2020, Anesthesia and analgesia.

Clinical Pharmacokinetics and Pharmacodynamics of Dexmedetomidine

M. Struys, A. Absalom, P. Colin, 2017, Clinical Pharmacokinetics.

Dexmedetomidine Clearance Decreases with Increasing Drug Exposure: Implications for Current Dosing Regimens and Target-controlled Infusion Models Assuming Linear Pharmacokinetics

M. Struys, P. Colin, S. Loer, 2021, Anesthesiology.

Pharmacodynamic Interaction of Remifentanil and Dexmedetomidine on Depth of Sedation and Tolerance of Laryngoscopy.

M. Struys, P. Colin, J. Van Bocxlaer, 2019, Anesthesiology.

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.

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.