Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning

by Schamberg, Gabriel, Badgeley, Marcus, Brown, Emery Neal
Published 2021

Inferring neural dynamics during burst suppression using a neurophysiology-inspired switching state-space model

by Schamberg, Gabriel, Chakravarty, Sourish, Baum, Taylor E, Brown, Emery Neal
Published 2021

Direct and indirect effects--an information theoretic perspective

by Schamberg, Gabriel, Chapman, William, Xie, Shang-Ping, Coleman, Todd P.
Published 2020

Perioperative Multimodal General Anesthesia Focusing on Specific CNS Targets in Patients Undergoing Cardiac Surgeries: The Pathfinder Feasibility Trial

by Shanker, Akshay, Abel, John H, Narayanan, Shilpa, Mathur, Pooja, Work, Erin, Schamberg, Gabriel, Sharkey, Aidan, Bose, Ruma, Rangasamy, Valluvan, Senthilnathan, Venkatachalam, Brown, Emery N, Subramaniam, Balachundhar
Published 2021

Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia

by Abel, John H, Badgeley, Marcus A, Meschede-Krasa, Benyamin, Schamberg, Gabriel, Garwood, Indie C, Lecamwasam, Kimaya, Chakravarty, Sourish, Zhou, David W, Keating, Matthew, Purdon, Patrick L, Brown, Emery N
Published 2021