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ORCIDPatrick L. Purdon
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2020 – today
- 2023
[j20]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:
Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings. npj Digit. Medicine 6 (2023)- [j19]Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon:
Switching state-space modeling of neural signal dynamics. PLoS Comput. Biol. 19(8) (2023) - [c37]Proloy Das, Mingjian He, Patrick L. Purdon:
Multilevel State-Space Models Enable High Precision Event Related Potential Analysis. ACSSC 2023: 1496-1499 - [c36]Alessandra Anzolin, P. Das, R. G. Garcia, A. Chen, Arvina Grahl, S. Ellis, Patrick L. Purdon, Vitaly Napadow:
Delta power during sleep is modulated by EEG-gated auricular vagal afferent nerve stimulation (EAVANS). EMBC 2023: 1-4 - 2022
- [c35]Proloy Das, Patrick L. Purdon:
Extracting common oscillatory time-courses from multichannel recordings: Oscillation Component Analysis. IEEECONF 2022: 602-606 - [c34]Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon:
Automatic Segmentation of Sleep Spindles: A Variational Switching State-Space Approach. IEEECONF 2022: 1301-1305 - [c33]Feng Liu, Guihong Wan, Yevgeniy R. Semenov, Patrick L. Purdon:
Extended Electrophysiological Source Imaging with Spatial Graph Filters. MICCAI (1) 2022: 99-109 - 2021
- [j18]Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown:
Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity. PLoS Comput. Biol. 17(7) (2021) - [j17]Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown:
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity. IEEE Trans. Biomed. Eng. 68(9): 2833-2845 (2021) - [j16]Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon:
Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors. IEEE Trans. Medical Imaging 40(1): 321-334 (2021) - 2020
- [c32]Sandya Subramanian, Riccardo Barbieri, Patrick L. Purdon, Emery N. Brown:
Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State. EMBC 2020: 824-827
2010 – 2019
- 2019
- [c31]Feng Liu, Emily P. Stephen, Michael J. Prerau, Patrick L. Purdon:
Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space. NER 2019: 299-302 - [i1]Feng Liu, Li Wang, Yifei Lou, Ren-Cang Li, Patrick L. Purdon:
Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. CoRR abs/1906.02252 (2019) - 2018
- [j15]Elvira Pirondini, Behtash Babadi, Gabriel Obregon-Henao, Camilo Lamus, Wasim Q. Malik, Matti S. Hämäläinen, Patrick L. Purdon:
Computationally Efficient Algorithms for Sparse, Dynamic Solutions to the EEG Source Localization Problem. IEEE Trans. Biomed. Eng. 65(6): 1359-1372 (2018) - [j14]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:
Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. IEEE Trans. Biomed. Eng. 65(12): 2684-2691 (2018) - [c30]Haoqi Sun, Sunil Belur Nagaraj, Oluwaseun Akeju, Patrick L. Purdon, M. Brandon Westover:
Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network. EMBC 2018: 1-4 - [c29]Amanda M. Beck, Emily P. Stephen, Patrick L. Purdon:
State Space Oscillator Models for Neural Data Analysis. EMBC 2018: 4740-4743 - 2017
- [j13]Austin E. Soplata, Michelle M. McCarthy, Jason S. Sherfey, Shane Lee, Patrick L. Purdon, Emery N. Brown, Nancy Kopell:
Thalamocortical control of propofol phase-amplitude coupling. PLoS Comput. Biol. 13(12) (2017) - [j12]Sina Miran, Patrick L. Purdon, Emery N. Brown, Behtash Babadi:
Robust Estimation of Sparse Narrowband Spectra from Neuronal Spiking Data. IEEE Trans. Biomed. Eng. 64(10): 2462-2474 (2017) - [c28]Pavitra Krishnaswamy, Gabriel Obregon-Henao, Sheraz Khan, Behtash Babadi, Eugenio Iglesias, Matti S. Hämäläinen, Patrick L. Purdon:
Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data. AAAI Spring Symposia 2017 - [c27]Jingzhi An, Patrick L. Purdon, Ken Solt, Nathaniel M. Sims, Emery N. Brown, M. Brandon Westover:
Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma. EMBC 2017: 4313-4316 - [c26]Sina Miran, Patrick L. Purdon, Emery N. Brown, Behtash Babadi:
Sparse spectral estimation from point process observations. ICASSP 2017: 841-845 - 2016
- [j11]Pavitra Krishnaswamy, Giorgio Bonmassar, Catherine Poulsen, Eric T. Pierce, Patrick L. Purdon, Emery N. Brown:
Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression. NeuroImage 128: 398-412 (2016) - [c25]Sunil Belur Nagaraj, Siddharth Biswal, Valdery Moura Junior, Patrick L. Purdon, M. Brandon Westover:
Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability. CinC 2016 - [c24]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:
Heart rate variability as a biomarker for sedation depth estimation in ICU patients. EMBC 2016: 6397-6400 - 2015
- [c23]Mohammad M. Ghassemi, Edilberto Amorim, Sandipan B. Pati, Roger G. Mark, Emery N. Brown, Patrick L. Purdon, M. Brandon Westover:
An enhanced cerebral recovery index for coma prognostication following cardiac arrest. EMBC 2015: 534-537 - [c22]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:
Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients. EMBC 2015: 7258-7261 - [c21]Jingzhi An, Durga Jonnalagadda, Valdery Moura Junior, Patrick L. Purdon, Emery N. Brown, M. Brandon Westover:
Spatial variation in automated burst suppression detection in pharmacologically induced coma. EMBC 2015: 7430-7433 - 2014
- [j10]Behtash Babadi, Gabriel Obregon-Henao, Camilo Lamus, Matti S. Hämäläinen, Emery N. Brown, Patrick L. Purdon:
A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem. NeuroImage 87: 427-443 (2014) - [j9]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:
Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics. PLoS Comput. Biol. 10(10) (2014) - [j8]Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown:
Convergence and Stability of Iteratively Re-weighted Least Squares Algorithms. IEEE Trans. Signal Process. 62(1): 183-195 (2014) - [c20]Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown:
Neural spike train denoising by point process re-weighted iterative smoothing. ACSSC 2014: 763-768 - 2013
- [c19]Michael J. Prerau, Patrick L. Purdon, Uri T. Eden:
Tracking non-stationary spectral peak structure in EEG data. EMBC 2013: 417-420 - [c18]Pavitra Krishnaswamy, Giorgio Bonmassar, Patrick L. Purdon, Emery N. Brown:
Reference-free harmonic regression technique to remove EEG-fMRI ballistocardiogram artifacts. EMBC 2013: 5426-5429 - 2012
- [j7]Camilo Lamus, Matti S. Hämäläinen, Simona Temereanca, Emery N. Brown, Patrick L. Purdon:
A spatiotemporal dynamic distributed solution to the MEG inverse problem. NeuroImage 63(2): 894-909 (2012) - [c17]Luca Citi, Gaetano Valenza, Patrick L. Purdon, Emery N. Brown, Riccardo Barbieri:
Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent. EMBC 2012: 3124-3127 - [c16]Aaron L. Sampson, Behtash Babadi, Michael J. Prerau, Eran A. Mukamel, Emery N. Brown, Patrick L. Purdon:
Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG. EMBC 2012: 6731-6734 - [c15]Gabriel Obregon-Henao, Behtash Babadi, Camilo Lamus, Emery N. Brown, Patrick L. Purdon:
A fast iterative greedy algorithm for MEG source localization. EMBC 2012: 6748-6751 - [c14]Elvira Pirondini, Behtash Babadi, Camilo Lamus, Emery N. Brown, Patrick L. Purdon:
A spatially-regularized dynamic source localization algorithm for EEG. EMBC 2012: 6752-6755 - [c13]Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown:
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization. NIPS 2012: 2636-2644 - 2011
- [c12]Eran A. Mukamel, Kin Foon Wong, Michael J. Prerau, Emery N. Brown, Patrick L. Purdon:
Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia. EMBC 2011: 1981-1984 - [c11]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:
Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia. EMBC 2011: 4705-4708 - [c10]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:
Robust time-varying multivariate coherence estimation: Application to electroencephalogram recordings during general anesthesia. EMBC 2011: 4725-4728 - [c9]Zhe Chen, Luca Citi, Patrick L. Purdon, Emery N. Brown, Riccardo Barbieri:
Instantaneous assessment of autonomic cardiovascular control during general anesthesia. EMBC 2011: 8444-8447 - 2010
- [c8]Patrick L. Purdon, Camilo Lamus, Matti S. Hämäläinen, Emery N. Brown:
A state space approach to multimodal integration of simultaneously recorded EEG and fMRI. ICASSP 2010: 5454-5457
2000 – 2009
- 2009
- [j6]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:
Time-variant fMRI activity in the brainstem and higher structures in response to acupuncture. NeuroImage 47(1): 289-301 (2009) - [c7]Zhe Chen, Patrick L. Purdon, Eric T. Pierce, Grace Harrell, Emery N. Brown, Riccardo Barbieri:
Assessment of baroreflex control of heart rate during general anesthesia using a point process method. ICASSP 2009: 333-336 - 2007
- [c6]Camilo Lamus, Christopher J. Long, Matti S. Hämäläinen, Emery N. Brown, Patrick L. Purdon:
Parameter Estimation and Dynamic Source Localization for the Magnetoencephalography (MEG) Inverse Problem. ISBI 2007: 1092-1095 - 2006
- [j5]Wei-Ting Zhang, Caterina Mainero, Ashok Kumar, Christopher J. Wiggins, Thomas Benner, Patrick L. Purdon, Divya S. Bolar, Kenneth K. Kwong, A. Gregory Sorensen:
Strategies for improving the detection of fMRI activation in trigeminal pathways with cardiac gating. NeuroImage 31(4): 1506-1512 (2006) - [j4]Christos E. Vasios, Leonardo M. Angelone, Patrick L. Purdon, Jyrki Ahveninen, John W. Belliveau, Giorgio Bonmassar:
EEG/(f)MRI measurements at 7 Tesla using a new EEG cap ("InkCap"). NeuroImage 33(4): 1082-1092 (2006) - [c5]Christopher J. Long, Patrick L. Purdon, Simona Temereanca, Neil U. Desai, Matti S. Hämäläinen, Emery N. Brown:
Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study. EMBC 2006: 4532-4535 - [c4]Christopher J. Long, Neil U. Desai, Matti S. Hämäläinen, Simona Temereanca, Patrick L. Purdon, Emery N. Brown:
A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem. ISBI 2006: 225-228 - 2002
- [j3]Giorgio Bonmassar, Patrick L. Purdon, Iiro P. Jääskeläinen, Keith Chiappa, Victor Solo, Emery N. Brown, John W. Belliveau:
Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI. NeuroImage 16(4): 1127-1141 (2002) - 2001
- [j2]Patrick L. Purdon, Victor Solo, Robert M. Weisskoff, Emery N. Brown:
Locally Regularized Spatiotemporal Modeling and Model Comparison for Functional MRI. NeuroImage 14(4): 912-923 (2001) - [j1]Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff:
A Signal Estimation Approach to Functional MRI. IEEE Trans. Medical Imaging 20(1): 26-35 (2001) - [c3]Victor Solo, Patrick L. Purdon, Emery N. Brown:
Spatio-temporal signal processing for multisubject functional MRI studies. ICASSP 2001: 3441-3444
1990 – 1999
- 1999
- [c2]Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff:
Model Comparison for Functional MRI. ICIP (2) 1999: 649-652 - 1998
- [c1]Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff:
Regularization for Functional MRI Models. ICIP (1) 1998: 714-716
Coauthor Index
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