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Patrick L. Purdon
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2020 – today
- 2023
- [j20]Ran Liu
, Rodrigo Gutiérrez, Rory V. Mather, Tom A. D. Stone
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
Switching state-space modeling of neural signal dynamics. PLoS Comput. Biol. 19(8) (2023) - [c37]Proloy Das, Mingjian He
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
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
Automatic Segmentation of Sleep Spindles: A Variational Switching State-Space Approach. IEEECONF 2022: 1301-1305 - [c33]Feng Liu, Guihong Wan, Yevgeniy R. Semenov
Extended Electrophysiological Source Imaging with Spatial Graph Filters. MICCAI (1) 2022: 99-109 - 2021
- [j18]Sandya Subramanian, Patrick L. Purdon
Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity. PLoS Comput. Biol. 17(7) (2021) - [j17]Sandya Subramanian
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity. IEEE Trans. Biomed. Eng. 68(9): 2833-2845 (2021) - [j16]Feng Liu
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
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
Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space. NER 2019: 299-302 - [i1]Feng Liu
Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior. CoRR abs/1906.02252 (2019) - 2018
- [j15]Elvira Pirondini
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
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
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
State Space Oscillator Models for Neural Data Analysis. EMBC 2018: 4740-4743 - 2017
- [j13]Austin E. Soplata
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
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
Heart rate variability as a biomarker for sedation depth estimation in ICU patients. EMBC 2016: 6397-6400 - 2015
- [c23]Mohammad M. Ghassemi, Edilberto Amorim
An enhanced cerebral recovery index for coma prognostication following cardiac arrest. EMBC 2015: 534-537 - [c22]David W. Zhou
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
Spatial variation in automated burst suppression detection in pharmacologically induced coma. EMBC 2015: 7430-7433 - 2014
- [j10]Behtash Babadi, Gabriel Obregon-Henao
A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem. NeuroImage 87: 427-443 (2014) - [j9]Michael J. Prerau
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
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
A spatiotemporal dynamic distributed solution to the MEG inverse problem. NeuroImage 63(2): 894-909 (2012) - [c17]Luca Citi
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
Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG. EMBC 2012: 6731-6734 - [c15]Gabriel Obregon-Henao
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
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
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
Robust time-varying multivariate coherence estimation: Application to electroencephalogram recordings during general anesthesia. EMBC 2011: 4725-4728 - [c9]Zhe Chen
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
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
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
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
EEG/(f)MRI measurements at 7 Tesla using a new EEG cap ("InkCap"). NeuroImage 33(4): 1082-1092 (2006) - [c5]Christopher J. Long
Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study. EMBC 2006: 4532-4535 - [c4]Christopher J. Long
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
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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last updated on 2024-10-07 21:25 CEST by the dblp team
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