2 papers
q-bio.QM2020
Inferring neural dynamics during burst suppression using a neurophysiology-inspired switching state-space model
Gabriel Schamberg, Sourish Chakravarty, Taylor E. Baum +1
Burst suppression is an electroencephalography (EEG) pattern associated with profoundly inactivated brain states characterized by cerebral metabolic depression. Its distinctive fea…
cs.LG2020
Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning
Gabe Schamberg, Marcus Badgeley, Emery N. Brown
Reinforcement Learning (RL) can be used to fit a mapping from patient state to a medication regimen. Prior studies have used deterministic and value-based tabular learning to learn…