Patrick L. Purdon

发表

A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem

Emery N. Brown, Behtash Babadi, Gabriel Obregon-Henao, 2013, NeuroImage.

Thalamocortical control of propofol phase-amplitude coupling

Emery N. Brown, Patrick L. Purdon, Austin E. Soplata, 2017, PLoS Comput. Biol..

Spatial variation in automated burst suppression detection in pharmacologically induced coma

Emery N. Brown, Patrick L. Purdon, M. Brandon Westover, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Computationally Efficient Algorithms for Sparse, Dynamic Solutions to the EEG Source Localization Problem

Wasim Q. Malik, Elvira Pirondini, Behtash Babadi, 2018, IEEE Transactions on Biomedical Engineering.

State Space Oscillator Models for Neural Data Analysis

Patrick L. Purdon, Amanda M. Beck, Emily P. Stephen, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Unified Point Process Probabilistic Framework to Assess Heartbeat Dynamics and Autonomic Cardiovascular Control

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2012, Front. Physio..

Spatio-temporal signal processing for multisubject functional MRI studies

Emery N. Brown, Victor Solo, Patrick L. Purdon, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

A differential autoregressive modeling approach within a point process framework for non-stationary heartbeat intervals analysis

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia

Emery N. Brown, Patrick L. Purdon, Michael J. Prerau, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Neural spike train denoising by point process re-weighted iterative smoothing

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

Signal processing in functional magnetic resonance imaging (fMRI) of the brain

Patrick L. Purdon, 1998 .

A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem

Emery N. Brown, Christopher J. Long, Simona Temereanca, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

An enhanced cerebral recovery index for coma prognostication following cardiac arrest

Emery N. Brown, Roger G. Mark, Patrick L. Purdon, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Assessment of baroreflex control of heart rate during general anesthesia using a point process method

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Pharmacodynamic modeling of propofol-induced general anesthesia in young adults

Emery N. Brown, Francisco J. Flores, Patrick L. Purdon, 2017, 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT).

Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network

Haoqi Sun, Patrick L. Purdon, M. Brandon Westover, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Robust time-varying multivariate coherence estimation: Application to electroencephalogram recordings during general anesthesia

Emery N. Brown, Patrick L. Purdon, Aaron L. Sampson, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State

Emery N. Brown, Riccardo Barbieri, Patrick L. Purdon, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Convergence and Stability of Iteratively Re-weighted Least Squares Algorithms

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2014, IEEE Transactions on Signal Processing.

A signal estimation approach to functional MRI

Emery N. Brown, Victor Solo, Patrick L. Purdon, 2001, IEEE Transactions on Medical Imaging.

An Analysis of How Spatiotemporal Dynamic Models of Brain Activity Could Improve MEG/EEG Inverse Solutions

Emery N. Brown, Camilo Lamus, Patrick L. Purdon, 2015, 1511.03726.

Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia

Emery N. Brown, Anne C. Smith, Patrick L. Purdon, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Personalized sedation level monitoring in ICU patients using heart rate variability

Patrick L. Purdon, M. Brandon Westover, Valdery Moura Junior, 2016, 2016 Computing in Cardiology Conference (CinC).

Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients

Patrick L. Purdon, M. Brandon Westover, Oluwaseun Akeju, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Heart rate variability as a biomarker for sedation depth estimation in ICU patients

Patrick L. Purdon, M. Brandon Westover, Siddharth Biswal, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

EEG/(f)MRI measurements at 7 Tesla using a new EEG cap (“InkCap”)

Giorgio Bonmassar, Patrick L. Purdon, Leonardo M. Angelone, 2006, NeuroImage.

Locally Regularized Spatiotemporal Modeling and Model Comparison for Functional MRI

Emery N. Brown, Victor Solo, Patrick L. Purdon, 2001, NeuroImage.

An open-source hardware and software system for acquisition and real-time processing of electrophysiology during high field MRI

Giorgio Bonmassar, Patrick L. Purdon, Hernan Millan, 2008, Journal of Neuroscience Methods.

Regularization for functional MRI models

Emery N. Brown, Victor Solo, Patrick L. Purdon, 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

State space methods for phase amplitude coupling analysis

Patrick L. Purdon, Amanda M. Beck, Emily P. Stephen, 2019, bioRxiv.

Assessment of Baroreflex Control of Heart Rate During General Anesthesia Point Process Method

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2009 .

Time-variant fMRI activity in the brainstem and higher structures in response to acupuncture

Kyungmo Park, Nikos Makris, Patrick L. Purdon, 2009, NeuroImage.

Instantaneous assessment of autonomic cardiovascular control during general anesthesia

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma

Emery N. Brown, Patrick L. Purdon, M. Brandon Westover, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression

Emery N. Brown, Giorgio Bonmassar, Pavitra Krishnaswamy, 2015, NeuroImage.

Model comparison for functional MRI

Emery N. Brown, Patrick L. Purdon, Robert M. Weisskoff, 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

Tracking non-stationary spectral peak structure in EEG data

Patrick L. Purdon, Uri T. Eden, Michael J. Prerau, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition

Patrick L. Purdon, M. Brandon Westover, Oluwaseun Akeju, 2018, IEEE Transactions on Biomedical Engineering.

Strategies for improving the detection of fMRI activation in trigeminal pathways with cardiac gating

Ashok Kumar, Patrick L. Purdon, Caterina Mainero, 2006, NeuroImage.

A probabilistic framework for time-frequency detection of burst suppression

Patrick L. Purdon, Michael J. Prerau, 2013, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER).

A fast iterative greedy algorithm for MEG source localization

Emery N. Brown, Behtash Babadi, Gabriel Obregon-Henao, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A spatiotemporal dynamic distributed solution to the MEG inverse problem

Emery N. Brown, Simona Temereanca, Camilo Lamus, 2011, NeuroImage.

A spatially-regularized dynamic source localization algorithm for EEG

Emery N. Brown, Elvira Pirondini, Behtash Babadi, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics

Gabriel Obregon-Henao, Patrick L. Purdon, Aaron L. Sampson, 2014, PLoS Comput. Biol..

Real-Time Measurement and Closed Loop Control of Burst Suppression for Management of Medical Coma

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2013 .

Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2012, NIPS.

Ballistocardiogram Removal and Motion Correction for EEG in the Magnet

Victor Solo, Giorgio Bonmassar, Iiro P. Jääskeläinen, 2001 .

Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space

Feng Liu, Patrick L. Purdon, Michael J. Prerau, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI

Emery N. Brown, Victor Solo, Giorgio Bonmassar, 2002, NeuroImage.

Constructing a control-ready model of EEG signal during general anesthesia in humans.

Emery N. Brown, Marcus A. Badgeley, Patrick L. Purdon, 2019 .

Sparse spectral estimation from point process observations

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A state space approach to multimodal integration of simultaneously recorded EEG and fMRI

Emery N. Brown, Camilo Lamus, Matti S. Hämäläinen, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Reference-free harmonic regression technique to remove EEG-fMRI ballistocardiogram artifacts

Emery N. Brown, Giorgio Bonmassar, Pavitra Krishnaswamy, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

PARAMETER ESTIMATION AND DYNAMIC SOURCE LOCALIZATION FOR THE MAGNETOENCEPHALOGRAPHY (MEG) INVERSE PROBLEM

Emery N. Brown, Christopher J. Long, Camilo Lamus, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data

Sheraz Khan, Pavitra Krishnaswamy, Behtash Babadi, 2017, AAAI Spring Symposia.

Robust Estimation of Sparse Narrowband Spectra from Neuronal Spiking Data

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2017, IEEE Transactions on Biomedical Engineering.

A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity

Emery N. Brown, Patrick L. Purdon, Sandya Subramanian, 2021, IEEE Transactions on Biomedical Engineering.

Real-time segmentation of burst suppression patterns in critical care EEG monitoring

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2013, Journal of Neuroscience Methods.

Linear and nonlinear quantification of respiratory sinus arrhythmia during propofol general anesthesia

Emery N. Brown, Patrick L. Purdon, Riccardo Barbieri, 2009, Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

7-Tesla fMRI study on tonotopic organization of human auditory cortex

Mikko Sams, Giorgio Bonmassar, Patrick L. Purdon, 2005 .

Clinical Electroencephalography for Anesthesiologists

Emery N. Brown, Patrick L. Purdon, E. Brown, 2015 .

Multimodal neuroimaging with simultaneous electroencephalogram and high-field functional magnetic resonance imaging

Patrick L. Purdon, P. Purdon, 2005 .

Tracking brain states under general anesthesia by using global coherence analysis

Emery N. Brown, Patrick L. Purdon, Andres F. Salazar-Gomez, 2011, Proceedings of the National Academy of Sciences.

Local cortical dynamics of burst suppression in the anaesthetized brain

Emery N. Brown, Laura D. Lewis, Emad N. Eskandar, 2013, Brain : a journal of neurology.

Correction for Stokes and Purdon, A study of problems encountered in Granger causality analysis from a neuroscience perspective

Patrick L. Purdon, 2018, Proceedings of the National Academy of Sciences.

Electroencephalogram signatures of ketamine anesthesia-induced unconsciousness

Emery N. Brown, Francisco J. Flores, Andrew H. Song, 2016, Clinical Neurophysiology.

The human burst suppression electroencephalogram of deep hypothermia

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2015, Clinical Neurophysiology.

Instantaneous monitoring of heart beat dynamics during anesthesia and sedation

Luca Citi, Emery N. Brown, Gaetano Valenza, 2014 .

fMRI Noise Variability Across Subjects and Trials: Insights For Noise Estimation Methods

Patrick L. Purdon, Emery Brown, Robert M. Weisskoff, 1998, NeuroImage.

Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability*

Patrick L. Purdon, M. Brandon Westover, Oluwaseun Akeju, 2017, Critical care medicine.

A Spatiotemporal Dynamic Solution to the MEG Inverse Problem: An Empirical Bayes Approach

Emery N. Brown, Simona Temereanca, Camilo Lamus, 2015, 1511.05056.

Reply to Barnett et al.: Regarding interpretation of Granger causality analyses

Patrick L. Purdon, P. Purdon, P. Stokes, 2018, Proceedings of the National Academy of Sciences.

Electroencephalogram signatures of loss and recovery of consciousness from propofol

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2013, Proceedings of the National Academy of Sciences.

Dynamic Assessment of Baroreflex Control of Heart Rate During Induction of Propofol Anesthesia Using a Point Process Method

Emery N. Brown, Patrick L. Purdon, Riccardo Barbieri, 2010, Annals of Biomedical Engineering.