Dana H. Brooks
Orcid: 0000-0003-3231-6715Affiliations:
- Northeastern University
According to our database1,
Dana H. Brooks
authored at least 159 papers
between 1991 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on coe.neu.edu
On csauthors.net:
Bibliography
2023
UncertainSCI: A Python Package for Noninvasive Parametric Uncertainty Quantification of Simulation Pipelines.
J. Open Source Softw., October, 2023
UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering.
Comput. Biol. Medicine, 2023
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
2022
Reducing Line-of-Block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods.
IEEE Trans. Biomed. Eng., 2022
<i>CineECG</i>: A novel method to image the average activation sequence in the heart from the 12-lead ECG.
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization.
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
2021
Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net).
Medical Image Anal., 2021
CoRR, 2021
Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Simultaneous Multi-heartbeat ECGI Solution with a Time-Varying Forward Model: A Joint Inverse Formulation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Relationship Between Cardiac Isochrones and its Mean Anatomical Position in the Heart: The CineECG.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
CoRR, 2020
Characterizing the transient electrocardiographic signature of ischemic stress using Laplacian Eigenmaps for dimensionality reduction.
Comput. Biol. Medicine, 2020
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Mapping motor cortex stimulation to muscle responses: a deep neural network modeling approach.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
A Muscle Synergy Framework for Cross-Limb Reconstruction of Hand Muscle Activity Distal to a Virtual Wrist-Level Disarticulation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
2019
Prospects for transcranial temporal interference stimulation in humans: A computational study.
NeuroImage, 2019
J. Mach. Learn. Res., 2019
An experimental and computational framework for modeling multi-muscle responses to transcranial magnetic stimulation of the human motor cortex.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Transfer learning using low-dimensional subspaces for EMG-based classification of hand posture.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
J. Signal Process. Syst., 2018
A Potential-Based Inverse Spectral Method to Noninvasively Localize Discordant Distributions of Alternans on the Heart From the ECG.
IEEE Trans. Biomed. Eng., 2018
NeuroImage, 2018
A Multiresolution Deep Learning Framework for Automated Annotation of Reflectance Confocal Microscopy Images.
CoRR, 2018
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Computing in Cardiology, 2018
Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface.
Proceedings of the Computing in Cardiology, 2018
A Common-Ground Review of the Potential for Machine Learning Approaches in Electrocardiographic Imaging Based on Probabilistic Graphical Models.
Proceedings of the Computing in Cardiology, 2018
2017
A Marked Poisson Process Driven Latent Shape Model for 3D Segmentation of Reflectance Confocal Microscopy Image Stacks of Human Skin.
IEEE Trans. Image Process., 2017
Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention.
CoRR, 2017
Delineation of Skin Strata in Reflectance Confocal Microscopy Images with Recurrent Convolutional Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the Computing in Cardiology, 2017
Detecting Ischemic Stress to the Myocardium Using Laplacian Eigenmaps and Changes to Conduction Velocity.
Proceedings of the Computing in Cardiology, 2017
Overcoming Barriers to Quantification and Comparison of Electrocardiographic Imaging Methods: a Community-Based Approach.
Proceedings of the Computing in Cardiology, 2017
ECG-Based Reconstruction of Heart Position and Orientation with Bayesian Optimization.
Proceedings of the Computing in Cardiology, 2017
2016
A framework to optimize protein structure from solution scattering using ADMM and an elastic subdomain network.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Evaluation of numerical techniques for solving the current injection problem in biological tissues.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Optimizing stimulus patterns for dense array TDCS with fewer sources than electrodes using a branch and bound algorithm.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Novel Biomarker for Evaluating Ischemic Stress Using an Electrogram Derived Phase Space.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Spatiotemporal Activation Time Estimation Improves Noninvasive Localization of Cardiac Electrical Activity.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Constrained Maximum Likelihood Estimation of Relative Abundances of Protein Conformation in a Heterogeneous Mixture From Small Angle X-Ray Scattering Intensity Measurements.
IEEE Trans. Signal Process., 2015
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
A sparse nonnegative demixing algorithm with intrinsic regularization for multiplexed fluorescence tomography.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Combined delay and graph embedding of epileptic discharges in EEG reveals complex and recurrent nonlinear dynamics.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
A statistical approach to incorporate multiple ECG or EEG recordings with artifactual variability into inverse solutions.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Quantitative Comparison of Two Cardiac Electrical Imaging Methods to Localize Pacing Sites.
Proceedings of the Computing in Cardiology, 2015
Evaluation of 2-norm versus Sparsity Regularization in Spline-Based Joint Reconstruction of Epicardial and Endocardial Potentials from Body-Surface Measurements.
Proceedings of the Computing in Cardiology, 2015
Comparison of Temporal Dimensionality Reduction Methods for Constrained Inverse in Cardiac Electrical Imaging.
Proceedings of the Computing in Cardiology, 2015
2014
Identifying Model Inaccuracies and Solution Uncertainties in Noninvasive Activation-Based Imaging of Cardiac Excitation Using Convex Relaxation.
IEEE Trans. Medical Imaging, 2014
Using Transmural Regularization and Dynamic Modeling for Noninvasive Cardiac Potential Imaging of Endocardial Pacing With Imprecise Thoracic Geometry.
IEEE Trans. Medical Imaging, 2014
Accelerated Learning-Based Interactive Image Segmentation Using Pairwise Constraints.
IEEE Trans. Image Process., 2014
Visualizing simulated electrical fields from electroencephalography and transcranial electric brain stimulation: A comparative evaluation.
NeuroImage, 2014
Using a new Time-Independent Average Method for Non-Invasive Cardiac Potential Imaging of Endocardial Pacing with Imprecise Thorax Geometry.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Guest Editorial Special Issue on Medical Imaging and Image Computing in Computational Physiology.
IEEE Trans. Medical Imaging, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
An Inverse Spectral Method to Localize Discordant Alternans Regions on the Heart from Body Surface Measurements.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
Proceedings of the Computing in Cardiology, 2013
2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Manifold learning for analysis of low-order nonlinear dynamics in high-dimensional electrocardiographic signals.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
A pipeline for the simulation of transcranial direct current stimulation for realistic human head models using SCIRun/BioMesh3D.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
SIGARCH Comput. Archit. News, 2011
Modeling habituation in rat EEG-evoked responses via a neural mass model with feedback.
Biol. Cybern., 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Differential geometric approximation of the gradient and Hessian on a triangulated manifold.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Progress on multimodal molecular / anatomical intravascular imaging of coronary vessels combining near infrared fluorescence and ultrasound.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Centerline extraction with principal curve tracing to improve 3D level set esophagus segmentation in CT images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Refractive effects on optical measurement of alveolar volume: A 2-D ray-tracing approach.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Analysis of the criteria of activation-based inverse electrocardiography using convex optimization.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Spatiotemporal estimation of activation times of fractionated ECGs on complex heart surfaces.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
A toolkit for forward/inverse problems in electrocardiography within the SCIRun problem solving environment.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Data Specific Spatially Varying Regularization for Multimodal Fluorescence Molecular Tomography.
IEEE Trans. Medical Imaging, 2010
3D reconstruction for multimodality phase microscopy using boundary detection constraints.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
3D level set esophagus segmentation in thoracic CT images using spatial, appearance and shape models.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Combined Optical Imaging and Mammography of the Healthy Breast: Optical Contrast Derived From Breast Structure and Compression.
IEEE Trans. Medical Imaging, 2009
NeuroImage, 2009
Localizing the Dermis/Epidermis Boundary in Reflectance Confocal Microscopy Images with a Hybrid Classification Algorithm.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Estimation and Statistical Bounds for Three-Dimensional Polar Shapes in Diffuse Optical Tomography.
IEEE Trans. Medical Imaging, 2008
Detection of the dermis/epidermis boundary in reflectance confocal images using multi-scale classifier with adaptive texture features.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
IEEE Trans. Medical Imaging, 2007
Electrical Impedance Tomography for Piecewise Constant Domains Using Boundary Element Shape-Based Inverse Solutions.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Biomed. Eng., 2007
3-D Electrical Impedance Tomography for Piecewise Constant Domains With Known Internal Boundaries.
IEEE Trans. Biomed. Eng., 2007
Analysis and Exploitation of Matrix Structure Arising in Linearized Optical Tomographic Imaging.
SIAM J. Matrix Anal. Appl., 2007
Fast Regularized Reconstruction of Non-Uniformly Subsampled Partial-Fourier Parallel MRI Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Comparing Mr Imaging Properties of Spiral Trajectories Using the Singular Spectrum of the Analytical Fourier Basis Cross-Correlation Matrix.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Open-Source Environment for Interactive Finite Element Modeling of Optimal ICD Electrode Placement.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007
Proceedings of the Computational Imaging V, San Jose, 2007
2006
Electrode boundary conditions and experimental validation for BEM-based EIT forward and inverse solutions.
IEEE Trans. Medical Imaging, 2006
Improved Performance of Bayesian Solutions for Inverse Electrocardiography Using Multiple Information Sources.
IEEE Trans. Biomed. Eng., 2006
IEEE Trans. Biomed. Eng., 2006
A spatio-temporal reconstruction algorithm for diffuse optical tomography based on a hemodynamic response function model.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Effects of electrode location error on boundary element impedance tomography solutions: CR bounds and simulation results.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Imaging Error from Mislocation of Surface Sensors: Sensitivity, Detection, and Estimate Correction, with Application to EIT.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A wavefront-based constraint for potential surface solutions in inverse electrocardiography.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Spherical harmonics for shape-based inverse problems as applied to electrical impedance tomography.
Proceedings of the Computational Imaging IV, San Jose, 2006
2005
Venous catheter based mapping of ectopic epicardial activation: training data set selection for statistical estimation.
IEEE Trans. Biomed. Eng., 2005
IEEE Trans. Biomed. Eng., 2005
IEEE Trans. Biomed. Eng., 2005
Sampling Strategies to Enable Computationally Efficient SPACE-RIP for 3D Parallel MR Imaging.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
A Deformable-radius B-Spline Method for Shape-based Inverse Problems, as Applied to Electrical Impedance Tomography.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
A Method to Reconstruct Activation Wavefronts Without Isotropy Assumptions Using a Level Sets Approach.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
2004
IEEE Trans. Biomed. Eng., 2004
Analysis of Spatial-Temporal Regularization Methods for Linear Inverse Problems from a Common Statistical Framework.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Reduction of Physiological Interference in Optical Functional Neuroimaging Using Eigenvector-Based Spatial Filtering.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
SCIRun/BioPSE: Integrated Problem Solving Environment for Bioelectric Field Problems and Visualization.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Improved alignment method for noisy high-resolution ECG and Holter records using multiscale cross-correlation.
IEEE Trans. Biomed. Eng., 2003
A Bayesian approach to inclusion and performance analysis of using extra information in bioelectric inverse problems.
Proceedings of the 2003 International Conference on Image Processing, 2003
Diffuse optical tomography using a linear matrix inequality algorithm in an admissible solution approach.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
IEEE Trans. Image Process., 2002
Proceedings of the 13th IEEE International Symposium on Personal, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
On the effectiveness of doubly adaptive estimation for dynamic MRI sequence acquisitions.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
An efficient region of interest acquisition method for dynamic magnetic resonance imaging.
IEEE Trans. Image Process., 2001
1999
IEEE Trans. Biomed. Eng., 1999
Detection of point targets in image sequences by hypothesis testing: a temporal test first approach.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
Multichannel adaptive blind deconvolution using the complex cepstrum of higher order cross-spectra.
IEEE Trans. Signal Process., 1993
The cross-bicepstrum: definition, properties, and application for simultaneous reconstruction of three nonminimum phase signals.
IEEE Trans. Signal Process., 1993
1992
Ill-conditioned inverse problems: a solution using the complex cepstrum of higher order spectra.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1991
The cross-bicepstrum: properties and applications for signal reconstruction and system identification.
Proceedings of the 1991 International Conference on Acoustics, 1991