Albert J. Sinusas
Orcid: 0000-0003-0972-9589
According to our database1,
Albert J. Sinusas
authored at least 100 papers
between 1995 and 2024.
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Bibliography
2024
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction.
CoRR, 2024
Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT.
CoRR, 2024
2023
DuSFE: Dual-Channel Squeeze-Fusion-Excitation co-attention for cross-modality registration of cardiac SPECT and CT.
Medical Image Anal., August, 2023
Segmentation-Free PVC for Cardiac SPECT Using a Densely-Connected Multi-Dimensional Dynamic Network.
IEEE Trans. Medical Imaging, May, 2023
Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging.
npj Digit. Medicine, 2023
Co-attention spatial transformer network for unsupervised motion tracking and cardiac strain analysis in 3D echocardiography.
Medical Image Anal., 2023
An Adaptive Correspondence Scoring Framework for Unsupervised Image Registration of Medical Images.
CoRR, 2023
Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images.
CoRR, 2023
Joint Denoising and Few-angle Reconstruction for Low-dose Cardiac SPECT Using a Dual-domain Iterative Network with Adaptive Data Consistency.
CoRR, 2023
Cross-domain Iterative Network for Simultaneous Denoising, Limited-angle Reconstruction, and Attenuation Correction of Low-dose Cardiac SPECT.
CoRR, 2023
Cross-Domain Iterative Network for Simultaneous Denoising, Limited-Angle Reconstruction, and Attenuation Correction of Cardiac SPECT.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Transformer-Based Dual-Domain Network for Few-View Dedicated Cardiac SPECT Image Reconstructions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
TAI-GAN: Temporally and Anatomically Informed GAN for Early-to-Late Frame Conversion in Dynamic Cardiac PET Motion Correction.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023
Dual-Domain Iterative Network with Adaptive Data Consistency for Joint Denoising and Few-Angle Reconstruction of Low-Dose Cardiac SPECT.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023
2022
Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry.
Comput. Biol. Medicine, 2022
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
Simultaneous Segmentation and Motion Estimation of Left Ventricular Myocardium in 3D Echocardiography Using Multi-task Learning.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021
Multi-frame Attention Network for Left Ventricle Segmentation in 3D Echocardiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Direct image-based attenuation correction using conditional generative adversarial network for SPECT myocardial perfusion imaging.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021
Shape-Regularized Unsupervised Left Ventricular Motion Network With Segmentation Capability In 3d+ Time Echocardiography.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
IEEE Trans. Medical Imaging, 2020
A Semi-supervised Joint Network for Simultaneous Left Ventricular Motion Tracking and Segmentation in 4D Echocardiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
A Semi-Supervised Joint Learning Approach to Left Ventricular Segmentation and Motion Tracking in Echocardiography.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Flow network tracking for spatiotemporal and periodic point matching: Applied to cardiac motion analysis.
Medical Image Anal., 2019
2018
Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation.
CoRR, 2018
Stochastic Model-Based Left Ventricle Segmentation in 3D Echocardiography Using Fractional Brownian Motion.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Learning-Based Spatiotemporal Regularization and Integration of Tracking Methods for Regional 4D Cardiac Deformation Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
Integrated Dynamic Shape Tracking and RF Speckle Tracking for Cardiac Motion Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
2015
Correction to "Radial Basis Functions for Combining Shape and Speckle Tracking in 4D Echocardiography".
IEEE Trans. Medical Imaging, 2015
Corrigendum to "Contour tracking in echocardiographic sequences via sparse representation and dictionary learning" [Med. Image Anal.18(2) (2014) 253-271].
Medical Image Anal., 2015
Sparsity and Biomechanics Inspired Integration of Shape and Speckle Tracking for Cardiac Deformation Analysis.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2014
Radial Basis Functions for Combining Shape and Speckle Tracking in 4D Echocardiography.
IEEE Trans. Medical Imaging, 2014
Contour tracking in echocardiographic sequences via sparse representation and dictionary learning.
Medical Image Anal., 2014
2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
2012
Segmentation of 3D radio frequency echocardiography using a spatio-temporal predictor.
Medical Image Anal., 2012
Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
A Dynamical Appearance Model Based on Multiscale Sparse Representation: Segmentation of the Left Ventricle from 4D Echocardiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
A combined shape tracking and speckle tracking approach for 4D deformation analysis in echocardiography.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Medical Image Anal., 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Segmentation of 3D RF echocardiography using a joint spatio-temporal predictor and signal intensity model.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Combining shape and speckle tracking for deformation analysis in echocardiography using radial basis functions.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Comparing Shape Tracking, Speckle Tracking, and a Combined Method for Deformation Analysis in Echocardiography.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Multi-frame Radial Basis Functions to Combine Shape and Speckle Tracking for Cardiac Deformation Analysis in Echocardiography.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Segmentation of the Left Ventricle From Cardiac MR Images Using a Subject-Specific Dynamical Model.
IEEE Trans. Medical Imaging, 2010
A coupled deformable model for tracking myocardial borders from real-time echocardiography using an incompressibility constraint.
Medical Image Anal., 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Medical Image Anal., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
Effective visualization of complex vascular structures using a non-parametric vessel detection method.
IEEE Trans. Vis. Comput. Graph., 2008
Bidirectional Segmentation of Three-Dimensional Cardiac MR Images Using a Subject-Specific Dynamical Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Hotspot quantification of myocardial focal tracer uptake from molecular targeted SPECT/CT images: experimental validation.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Integrated segmentation and motion analysis of cardiac MR images using a subject-specific dynamical model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Segmentation of left ventricle from 3D cardiac MR image sequences using a subject-specific dynamical model.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Medical Image Anal., 2007
Segmentation of Myocardial Volumes from Real-Time 3D Echocardiography Using an Incompressibility Constraint.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
LV Segmentation from 3d Echocardiography Using Fuzzy Features and a Multilevel FFD Model.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Towards pointwise motion tracking in echocardiographic image sequences - Comparing the reliability of different features for speckle tracking.
Medical Image Anal., 2006
Continuous-Discrete Filtering for Cardiac Kinematics Estimation under Spatio-Temporal Biomechanical Constrains.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Sampled-Data H-Filtering for Robust Kinematics Estimation: Applications to Biomechanics-Based Cardiac Image Analysis.
Proceedings of the International Conference on Image Processing, 2006
Boundary Element Method-Based Scattered Feature Interpolation Algorithm in the Analysis of LV Deformation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
A New Method for SPECT Quantification of Targeted Radiotracers Uptake in the Myocardium.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
Meshfree Cardiac Motion Analysis Using Composite Material Model and Total Lagrangian Formulation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Simultaneous Recovery of Left Ventricular Shape and Motion Using Meshfree Particle Framework.
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
Multiframe nonrigid motion analysis with anisotropic spatial constraints: applications to cardiac image analysis *.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Functional Imaging and Modeling of the Heart, 2003
2002
Estimation of 3D left ventricular deformation from medical images using biomechanical models.
IEEE Trans. Medical Imaging, 2002
2001
Medical Image Anal., 2001
Proceedings of the Information Processing in Medical Imaging, 2001
2000
Point-Tracked Quantitative Analysis of Left Ventricular Surface Motion from 3D Image Sequences.
IEEE Trans. Medical Imaging, 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
1999
Volumetric Deformation Analysis Using Mechanics-Based Data Fusion: Applications in Cardiac Motion Recovery.
Int. J. Comput. Vis., 1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
Recovery of Soft Tissue Object Deformation from 3D Image Sequences Using Biomechanical Models.
Proceedings of the Information Processing in Medical Imaging, 1999
1997
Proceedings of the Information Processing in Medical Imaging, 1997
1996
Tracking myocardial deformation using phase contrast MR velocity fields: a stochastic approach.
IEEE Trans. Medical Imaging, 1996
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
A Model-Based Integrated Approach to Track Myocardial Deformation Using Displacement and Velocity Constraints.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
Proceedings of the Computer Vision, 1995