Patrick L. Purdon

60 papers Misc 6Journal 21Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EEG Artifact Removal Using Switching State Space Models. IEEECONF Tom A. D. Stone, Si Long Jenny Tou, Mingjian He, Amanda M. Beck, Patrick L. Purdon
2024	—	`conf`	Simultaneous Localization of Multiple Oscillations Using Dynamic Solutions to the Inverse Problem in E/MEG Source Analysis. IEEECONF Mingjian He, Proloy Das, Amanda M. Beck, Gladia Hotan, Patrick L. Purdon
2023	—	`conf`	Delta power during sleep is modulated by EEG-gated auricular vagal afferent nerve stimulation (EAVANS). EMBC Alessandra Anzolin, Proloy Das, Ronald G. García, Andrew Chen, Arvina Grahl, S. Ellis, Patrick L. Purdon, Vitaly Napadow
2023	J	`jnl`	Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings. npj Digit. Medicine 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
2023	Misc	`conf`	Multilevel State-Space Models Enable High Precision Event Related Potential Analysis. ACSSC Proloy Das, Mingjian He, Patrick L. Purdon
2023	J	`jnl`	Switching state-space modeling of neural signal dynamics. PLoS Comput. Biol. Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon
2022	—	`conf`	Automatic Segmentation of Sleep Spindles: A Variational Switching State-Space Approach. IEEECONF Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon
2022	—	`conf`	Extended Electrophysiological Source Imaging with Spatial Graph Filters. MICCAI (1) Feng Liu, Guihong Wan, Yevgeniy R. Semenov, Patrick L. Purdon
2022	—	`conf`	Extracting common oscillatory time-courses from multichannel recordings: Oscillation Component Analysis. IEEECONF Proloy Das, Patrick L. Purdon
2021	J	`jnl`	A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity. IEEE Trans. Biomed. Eng. Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown
2021	J	`jnl`	Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity. PLoS Comput. Biol. Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown
2021	J	`jnl`	Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors. IEEE Trans. Medical Imaging Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon
2020	—	`conf`	Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State. EMBC Sandya Subramanian, Riccardo Barbieri, Patrick L. Purdon, Emery N. Brown
2019	J	`jnl`	Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. CoRR Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon
2019	—	`conf`	Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space. NER Feng Liu, Emily P. Stephen, Michael J. Prerau, Patrick L. Purdon
2018	—	`conf`	Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network. EMBC Haoqi Sun, Sunil Belur Nagaraj, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover
2018	J	`jnl`	Computationally Efficient Algorithms for Sparse, Dynamic Solutions to the EEG Source Localization Problem. IEEE Trans. Biomed. Eng. Elvira Pirondini, Behtash Babadi, Gabriel Obregon-Henao, Camilo Lamus, Wasim Q. Malik, Matti S. Hämäläinen, Patrick L. Purdon
2018	J	`jnl`	Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. IEEE Trans. Biomed. Eng. 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
2018	—	`conf`	State Space Oscillator Models for Neural Data Analysis. EMBC Amanda M. Beck, Emily P. Stephen, Patrick L. Purdon
2017	—	`conf`	Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma. EMBC Jingzhi An, Patrick L. Purdon, Ken Solt, Nathaniel M. Sims, Emery N. Brown, M. Brandon Westover
2017	J	`jnl`	Robust Estimation of Sparse Narrowband Spectra from Neuronal Spiking Data. IEEE Trans. Biomed. Eng. Sina Miran, Patrick L. Purdon, Emery N. Brown, Behtash Babadi
2017	—	`conf`	Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data. AAAI Spring Symposia Pavitra Krishnaswamy, Gabriel Obregon-Henao, Sheraz Khan, Behtash Babadi, Eugenio Iglesias, Matti S. Hämäläinen, Patrick L. Purdon
2017	Misc	`conf`	Sparse spectral estimation from point process observations. ICASSP Sina Miran, Patrick L. Purdon, Emery N. Brown, Behtash Babadi
2017	J	`jnl`	Thalamocortical control of propofol phase-amplitude coupling. PLoS Comput. Biol. Austin E. Soplata, Michelle M. McCarthy, Jason S. Sherfey, Shane Lee, Patrick L. Purdon, Emery N. Brown, Nancy Kopell
2016	—	`conf`	Heart rate variability as a biomarker for sedation depth estimation in ICU patients. EMBC Sunil Belur Nagaraj, Sowmya M. Ramaswamy, Siddharth Biswal, Emily J. Boyle, David W. Zhou, Lauren M. McClain, Eric S. Rosenthal, Patrick L. Purdon, M. Brandon Westover
2016	—	`conf`	Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability. CinC Sunil Belur Nagaraj, Siddharth Biswal, Valdery Moura Junior, Patrick L. Purdon, M. Brandon Westover
2016	J	`jnl`	Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression. NeuroImage Pavitra Krishnaswamy, Giorgio Bonmassar, Catherine Poulsen, Eric T. Pierce, Patrick L. Purdon, Emery N. Brown
2015	—	`conf`	An enhanced cerebral recovery index for coma prognostication following cardiac arrest. EMBC Mohammad M. Ghassemi, Edilberto Amorim, Sandipan B. Pati, Roger G. Mark, Emery N. Brown, Patrick L. Purdon, M. Brandon Westover
2015	—	`conf`	Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients. EMBC 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
2015	—	`conf`	Spatial variation in automated burst suppression detection in pharmacologically induced coma. EMBC Jingzhi An, Durga Jonnalagadda, Valdery Moura Junior, Patrick L. Purdon, Emery N. Brown, M. Brandon Westover
2014	J	`jnl`	A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem. NeuroImage Behtash Babadi, Gabriel Obregon-Henao, Camilo Lamus, Matti S. Hämäläinen, Emery N. Brown, Patrick L. Purdon
2014	J	`jnl`	Convergence and Stability of Iteratively Re-weighted Least Squares Algorithms. IEEE Trans. Signal Process. Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown
2014	Misc	`conf`	Neural spike train denoising by point process re-weighted iterative smoothing. ACSSC Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown
2014	J	`jnl`	Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics. PLoS Comput. Biol. Michael J. Prerau, Katie E. Hartnack, Gabriel Obregon-Henao, Aaron L. Sampson, Margaret Merlino, Karen Gannon, Matt T. Bianchi, Jeffrey M. Ellenbogen, Patrick L. Purdon
2013	—	`conf`	Reference-free harmonic regression technique to remove EEG-fMRI ballistocardiogram artifacts. EMBC Pavitra Krishnaswamy, Giorgio Bonmassar, Patrick L. Purdon, Emery N. Brown
2013	—	`conf`	Tracking non-stationary spectral peak structure in EEG data. EMBC Michael J. Prerau, Patrick L. Purdon, Uri T. Eden
2012	—	`conf`	A fast iterative greedy algorithm for MEG source localization. EMBC Gabriel Obregon-Henao, Behtash Babadi, Camilo Lamus, Emery N. Brown, Patrick L. Purdon
2012	—	`conf`	A spatially-regularized dynamic source localization algorithm for EEG. EMBC Elvira Pirondini, Behtash Babadi, Camilo Lamus, Emery N. Brown, Patrick L. Purdon
2012	J	`jnl`	A spatiotemporal dynamic distributed solution to the MEG inverse problem. NeuroImage Camilo Lamus, Matti S. Hämäläinen, Simona Temereanca, Emery N. Brown, Patrick L. Purdon
2012	—	`conf`	Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG. EMBC Aaron L. Sampson, Behtash Babadi, Michael J. Prerau, Eran A. Mukamel, Emery N. Brown, Patrick L. Purdon
2012	—	`conf`	Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization. NIPS Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown
2012	—	`conf`	Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent. EMBC Luca Citi, Gaetano Valenza, Patrick L. Purdon, Emery N. Brown, Riccardo Barbieri
2011	—	`conf`	Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia. EMBC Kin Foon Kevin Wong, Anne C. Smith, Eric T. Pierce, P. Grace Harrell, John L. Walsh, Andres Felipe Salazar, Casie L. Tavares, Aylin Cimenser, Michael J. Prerau, Eran A. Mukamel, Aaron L. Sampson, Patrick L. Purdon, Emery N. Brown
2011	—	`conf`	Instantaneous assessment of autonomic cardiovascular control during general anesthesia. EMBC Zhe Chen, Luca Citi, Patrick L. Purdon, Emery N. Brown, Riccardo Barbieri
2011	—	`conf`	Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia. EMBC Eran A. Mukamel, Kin Foon Wong, Michael J. Prerau, Emery N. Brown, Patrick L. Purdon
2011	—	`conf`	Robust time-varying multivariate coherence estimation: Application to electroencephalogram recordings during general anesthesia. EMBC Kin Foon Kevin Wong, Eran A. Mukamel, Andres Felipe Salazar, Eric T. Pierce, P. Grace Harrell, John L. Walsh, Aaron L. Sampson, Emery N. Brown, Patrick L. Purdon
2010	Misc	`conf`	A state space approach to multimodal integration of simultaneously recorded EEG and fMRI. ICASSP Patrick L. Purdon, Camilo Lamus, Matti S. Hämäläinen, Emery N. Brown
2009	Misc	`conf`	Assessment of baroreflex control of heart rate during general anesthesia using a point process method. ICASSP Zhe Chen, Patrick L. Purdon, Eric T. Pierce, Grace Harrell, Emery N. Brown, Riccardo Barbieri
2009	J	`jnl`	Time-variant fMRI activity in the brainstem and higher structures in response to acupuncture. NeuroImage Vitaly Napadow, Rupali P. Dhond, Kyungmo Park, Jieun Kim, Nikos Makris, Kenneth K. Kwong, Richard E. Harris, Patrick L. Purdon, Norman Kettner, Kathleen K. S. Hui
2007	—	`conf`	Parameter Estimation and Dynamic Source Localization for the Magnetoencephalography (MEG) Inverse Problem. ISBI Camilo Lamus, Christopher J. Long, Matti S. Hämäläinen, Emery N. Brown, Patrick L. Purdon
2006	—	`conf`	A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem. ISBI Christopher J. Long, Neil U. Desai, Matti S. Hämäläinen, Simona Temereanca, Patrick L. Purdon, Emery N. Brown
2006	J	`jnl`	EEG/(f)MRI measurements at 7 Tesla using a new EEG cap ("InkCap"). NeuroImage Christos E. Vasios, Leonardo M. Angelone, Patrick L. Purdon, Jyrki Ahveninen, John W. Belliveau, Giorgio Bonmassar
2006	—	`conf`	Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study. EMBC Christopher J. Long, Patrick L. Purdon, Simona Temereanca, Neil U. Desai, Matti S. Hämäläinen, Emery N. Brown
2006	J	`jnl`	Strategies for improving the detection of fMRI activation in trigeminal pathways with cardiac gating. NeuroImage Wei-Ting Zhang, Caterina Mainero, Ashok Kumar, Christopher J. Wiggins, Thomas Benner, Patrick L. Purdon, Divya S. Bolar, Kenneth K. Kwong, A. Gregory Sorensen
2002	J	`jnl`	Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI. NeuroImage Giorgio Bonmassar, Patrick L. Purdon, Iiro P. Jääskeläinen, Keith Chiappa, Victor Solo, Emery N. Brown, John W. Belliveau
2001	J	`jnl`	A Signal Estimation Approach to Functional MRI. IEEE Trans. Medical Imaging Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff
2001	J	`jnl`	Locally Regularized Spatiotemporal Modeling and Model Comparison for Functional MRI. NeuroImage Patrick L. Purdon, Victor Solo, Robert M. Weisskoff, Emery N. Brown
2001	Misc	`conf`	Spatio-temporal signal processing for multisubject functional MRI studies. ICASSP Victor Solo, Patrick L. Purdon, Emery N. Brown
1999	—	`conf`	Model Comparison for Functional MRI. ICIP (2) Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff
1998	—	`conf`	Regularization for Functional MRI Models. ICIP (1) Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff