Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients. - David W. Zhou; M. Brandon Westover; Lauren M. McClain; Sunil Belur Nagaraj; Ednan K. Bajwa; Sadeq A. Quraishi; Oluwaseun Akeju; J. Perren Cobb; Patrick L. Purdon (EMBC, 2015)

Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network. - Haoqi Sun; Sunil Belur Nagaraj; Oluwaseun Akeju; Patrick L. Purdon; M. Brandon Westover (EMBC, 2018)

Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. - Sunil Belur Nagaraj; Lauren M. McClain; Emily J. Boyle; David W. Zhou; Sowmya M. Ramaswamy; Siddharth Biswal; Oluwaseun Akeju; Patrick L. Purdon; M. Brandon Westover (IEEE Trans. Biomed. Eng., 2018)

Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System. - Kimia Kashkooli; Sam L. Polk; Shubham Chamadia; Eunice Hahm; Breanna Ethridge; Jacob Gitlin; Reine Ibala; Jennifer Mekonnen; Juan Pedemonte; James M. Murphy; Haoqi Sun; M. Brandon Westover; et al. (EMBC, 2019)

Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features. - Sam L. Polk; Kimia Kashkooli; Sunil Belur Nagaraj; Shubham Chamadia; James M. Murphy; Haoqi Sun; M. Brandon Westover; Riccardo Barbieri; Oluwaseun Akeju (EMBC, 2019)

Automated tracking of level of consciousness and delirium in critical illness using deep learning. - Haoqi Sun; Eyal Kimchi; Oluwaseun Akeju; Sunil Belur Nagaraj; Lauren M. McClain; David W. Zhou; Emily Boyle; Wei-Long Zheng; Wendong Ge; M. Brandon Westover (npj Digit. Medicine, 2019)

Frequency dependent functional brain reorganization in anesthesia is specific to drug concentration. - Allegra Conti; Oluwaseun Akeju; Andrea Duggento; Shubham Chamadia; Riccardo Barbieri; Nicola Toschi (EMBC, 2020)

Adaptive Sedation Monitoring From EEG in ICU Patients With Online Learning. - Wei-Long Zheng; Haoqi Sun; Oluwaseun Akeju; M. Brandon Westover (IEEE Trans. Biomed. Eng., 2020)

Sleep Apnea and Respiratory Anomaly Detection from a Wearable Band and Oxygen Saturation. - Wolfgang Ganglberger; Abigail A. Bucklin; Ryan A. Tesh; Madalena Da Silva Cardoso; Haoqi Sun; Michael J. Leone; Luis Paixao; Ezhil Panneerselvam; Elissa M. Ye; B. Taylor Thompson; Oluwaseun Akeju; David Kuller; et al. (CoRR, 2021)

A hidden Markov model reliably characterizes ketamine-induced spectral dynamics in macaque local field potentials and human electroencephalograms. - Indie C. Garwood; Sourish Chakravarty; Jacob A. Donoghue; Meredith Mahnke; Pegah Kahali; Shubham Chamadia; Oluwaseun Akeju; Earl K. Miller; Emery N. Brown (PLoS Comput. Biol., 2021)