A dynamic generative model can extract interpretable oscillatory components from multichannel neurophysiological recordings by Proloy Das, Mingjian He, Patrick L Purdon

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Switching state-space modeling of neural signal dynamics. by Mingjian He, Proloy Das, Gladia Hotan, Patrick L Purdon

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Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity. by Sandya Subramanian, Patrick L Purdon, Riccardo Barbieri, Emery N Brown

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Quantitative assessment of the relationship between behavioral and autonomic dynamics during propofol-induced unconsciousness by Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown

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Quantitative assessment of the relationship between behavioral and autonomic dynamics during propofol-induced unconsciousness. by Sandya Subramanian, Patrick L Purdon, Riccardo Barbieri, Emery N Brown

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State space methods for phase amplitude coupling analysis by Hugo Soulat, Emily P. Stephen, Amanda M. Beck, Patrick L. Purdon

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Variability in pharmacologically-induced coma for treatment of refractory status epilepticus. by Jingzhi An, Durga Jonnalagadda, Valdery Moura, Patrick L Purdon, Emery N Brown, M Brandon Westover

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Age-dependent electroencephalogram (EEG) patterns during sevoflurane general anesthesia in infants by Laura Cornelissen, Seong-Eun Kim, Patrick L Purdon, Emery N Brown, Charles B Berde

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Editorial: Innovative approaches for assessing and improving perioperative neurocognitive disorders by Susanne Koch, Jose I. Egaña, Antonello Penna, Antonello Penna, Beverley A. Orser, Beverley A. Orser, Beverley A. Orser, Beverley A. Orser, Patrick L. Purdon, Patrick L. Purdon, Rodrigo Gutiérrez, Rodrigo Gutiérrez, Rodrigo Gutiérrez

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Age-Related EEG Power Reductions Cannot Be Explained by Changes of the Conductivity Distribution in the Head Due to Brain Atrophy by Mingjian He, Mingjian He, Feng Liu, Aapo Nummenmaa, Matti Hämäläinen, Bradford C. Dickerson, Bradford C. Dickerson, Patrick L. Purdon

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Thalamocortical control of propofol phase-amplitude coupling. by Austin E Soplata, Michelle M McCarthy, Jason Sherfey, Shane Lee, Patrick L Purdon, Emery N Brown, Nancy Kopell

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Author Correction: Broadband slow-wave modulation in posterior and anterior cortex tracks distinct states of propofol-induced unconsciousness by Emily P. Stephen, Gladia C. Hotan, Eric T. Pierce, P. Grace Harrell, John L. Walsh, Emery N. Brown, Patrick L. Purdon

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Spatiotemporal Dynamics of Dexmedetomidine-Induced Electroencephalogram Oscillations. by Oluwaseun Akeju, Seong-Eun Kim, Rafael Vazquez, James Rhee, Kara J Pavone, Lauren E Hobbs, Patrick L Purdon, Emery N Brown

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Developmental trajectories of EEG aperiodic and periodic components in children 2–44 months of age by Carol L. Wilkinson, Lisa D. Yankowitz, Jerry Y. Chao, Rodrigo Gutiérrez, Jeff L. Rhoades, Shlomo Shinnar, Patrick L. Purdon, Charles A. Nelson

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Tracking the sleep onset process: an empirical model of behavioral and physiological dynamics. by Michael J Prerau, Katie E Hartnack, Gabriel Obregon-Henao, Aaron Sampson, Margaret Merlino, Karen Gannon, Matt T Bianchi, Jeffrey M Ellenbogen, Patrick L Purdon

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A transient cortical state with sleep-like sensory responses precedes emergence from general anesthesia in humans by Laura D Lewis, Giovanni Piantoni, Robert A Peterfreund, Emad N Eskandar, Priscilla Grace Harrell, Oluwaseun Akeju, Linda S Aglio, Sydney S Cash, Emery N Brown, Eran A Mukamel, Patrick L Purdon

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Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia. by John H Abel, Marcus A Badgeley, Benyamin Meschede-Krasa, Gabriel Schamberg, Indie C Garwood, Kimaya Lecamwasam, Sourish Chakravarty, David W Zhou, Matthew Keating, Patrick L Purdon, Emery N Brown

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ICU delirium burden predicts functional neurologic outcomes. by Luis Paixao, Haoqi Sun, Jacob Hogan, Katie Hartnack, Mike Westmeijer, Anudeepthi Neelagiri, David W Zhou, Lauren M McClain, Eyal Y Kimchi, Patrick L Purdon, Oluwaseun Akeju, M Brandon Westover

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Lack of Responsiveness during the Onset and Offset of Sevoflurane Anesthesia Is Associated with Decreased Awake-Alpha Oscillation Power by Kara J. Pavone, Kara J. Pavone, Lijuan Su, Lijuan Su, Lei Gao, Ersne Eromo, Rafael Vazquez, James Rhee, Lauren E. Hobbs, Reine Ibala, Gizem Demircioglu, Patrick L. Purdon, Emery N. Brown, Emery N. Brown, Oluwaseun Akeju

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Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings by Ran Liu, Rodrigo Gutiérrez, Rory V. Mather, Tom A. D. Stone, Laura A. Santa Cruz Mercado, Kishore Bharadwaj, Jasmine Johnson, Proloy Das, Gustavo Balanza, Ekenedilichukwu Uwanaka, Justin Sydloski, Andrew Chen, Mackenzie Hagood, Edward A. Bittner, Patrick L. Purdon

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