Patrick L. Purdon
Orcid: 0000-0003-0080-3340
According to our database1,
Patrick L. Purdon
authored at least 58 papers
between 1998 and 2023.
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Bibliography
2023
Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings.
npj Digit. Medicine, 2023
Delta power during sleep is modulated by EEG-gated auricular vagal afferent nerve stimulation (EAVANS).
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Multilevel State-Space Models Enable High Precision Event Related Potential Analysis.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Automatic Segmentation of Sleep Spindles: A Variational Switching State-Space Approach.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
Extracting common oscillatory time-courses from multichannel recordings: Oscillation Component Analysis.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors.
IEEE Trans. Medical Imaging, 2021
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity.
IEEE Trans. Biomed. Eng., 2021
Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity.
PLoS Comput. Biol., 2021
2020
Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior.
CoRR, 2019
Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
2018
Computationally Efficient Algorithms for Sparse, Dynamic Solutions to the EEG Source Localization Problem.
IEEE Trans. Biomed. Eng., 2018
Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition.
IEEE Trans. Biomed. Eng., 2018
Brain Monitoring of Sedation in the Intensive Care Unit Using a Recurrent Neural Network.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Biomed. Eng., 2017
PLoS Comput. Biol., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data.
Proceedings of the 2017 AAAI Spring Symposia, 2017
2016
Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression.
NeuroImage, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
An enhanced cerebral recovery index for coma prognostication following cardiac arrest.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Spatial variation in automated burst suppression detection in pharmacologically induced coma.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Signal Process., 2014
Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics.
PLoS Comput. Biol., 2014
A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem.
NeuroImage, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Reference-free harmonic regression technique to remove EEG-fMRI ballistocardiogram artifacts.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
NeuroImage, 2012
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Robust time-varying multivariate coherence estimation: Application to electroencephalogram recordings during general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Instantaneous assessment of autonomic cardiovascular control during general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
A state space approach to multimodal integration of simultaneously recorded EEG and fMRI.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Time-variant fMRI activity in the brainstem and higher structures in response to acupuncture.
NeuroImage, 2009
Assessment of baroreflex control of heart rate during general anesthesia using a point process method.
Proceedings of the IEEE International Conference on Acoustics, 2009
2007
Parameter Estimation and Dynamic Source Localization for the Magnetoencephalography (MEG) Inverse Problem.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Strategies for improving the detection of fMRI activation in trigeminal pathways with cardiac gating.
NeuroImage, 2006
A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2002
Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI.
NeuroImage, 2002
2001
NeuroImage, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998