Shubham Chamadia

Improved tracking of sevoflurane anesthetic states with drug-specific machine learning models

Riccardo Barbieri, Haoqi Sun, Oluwaseun Akeju, 2020, Journal of neural engineering.

Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System

James M. Murphy, Haoqi Sun, Oluwaseun Akeju, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features

Riccardo Barbieri, James M. Murphy, Haoqi Sun, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration

Andrea Duggento, Nicola Toschi, Riccardo Barbieri, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

A hidden Markov model reliably characterizes ketamine-induced spectral dynamics in macaque local field potentials and human electroencephalograms

Emery N. Brown, Earl K. Miller, Oluwaseun Akeju, 2021, PLoS Comput. Biol..