Dzung L. Pham
Affiliations:- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
- Johns Hopkins University, Department of Radiology, Baltimore, MD, USA
- National Institutes of Health, Bethesda, MD, USA
According to our database1,
Dzung L. Pham
authored at least 102 papers
between 1997 and 2024.
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Bibliography
2024
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?
CoRR, 2024
2023
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion.
CoRR, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Self-Supervised Super-Resolution for Anisotropic MR Images with and Without Slice Gap.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023
2022
Automatic classification of MRI contrasts using a deep Siamese network and one-shot learning.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
Relationship between cerebral vasculature and brain stiffness measured using MR elastography.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
2021
SMORE: A Self-Supervised Anti-Aliasing and Super-Resolution Algorithm for MRI Using Deep Learning.
IEEE Trans. Medical Imaging, 2021
Proceedings of the Simulation and Synthesis in Medical Imaging, 2021
2020
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
AdaBoosted Deep Ensembles: Getting Maximum Performance Out of Small Training Datasets.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020
2019
3-D Measurements of Acceleration-Induced Brain Deformation via Harmonic Phase Analysis and Finite-Element Models.
IEEE Trans. Biomed. Eng., 2019
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Cascaded convolutional neural networks for spine chordoma tumor segmentation from MRI.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019
2018
Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks.
CoRR, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
A deep learning framework for brain extraction in humans and animals with traumatic brain injury.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Phase Vector Incompressible Registration Algorithm for Motion Estimation From Tagged Magnetic Resonance Images.
IEEE Trans. Medical Imaging, 2017
NeuroImage, 2017
Medical Image Anal., 2017
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017
Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Joint Intensity Fusion Image Synthesis Applied to Multiple Sclerosis Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Automatic falx cerebri and tentorium cerebelli segmentation from magnetic resonance images.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
2016
NeuroImage, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Incompressible Phase Registration for Motion Estimation from Tagged Magnetic Resonance Images.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016
Patch Based Synthesis of Whole Head MR Images: Application To EPI Distortion Correction.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
Quantification of traumatic meningeal injury using dynamic contrast enhanced (DCE) fluid-attenuated inversion recovery (FLAIR) imaging.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
Medical Image Anal., 2015
Intraparenchymal hemorrhage segmentation from clinical head CT of patients with traumatic brain injury.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Neuroinformatics, 2013
Automatic magnetic resonance spinal cord segmentation with topology constraints for variable fields of view.
NeuroImage, 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Voxel-wise displacement as independent features in classification of multiple sclerosis.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2011
NeuroImage, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Segmentation of Brain Images Using Adaptive Atlases with Application to Ventriculomegaly.
Proceedings of the Information Processing in Medical Imaging, 2011
2010
Erratum to: The Java Image Science Toolkit (JIST) for Rapid Prototyping and Publishing of Neuroimaging Software.
Neuroinformatics, 2010
The Java Image Science Toolkit (JIST) for Rapid Prototyping and Publishing of Neuroimaging Software.
Neuroinformatics, 2010
A topology-preserving approach to the segmentation of brain images with multiple sclerosis lesions.
NeuroImage, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Medical Image Anal., 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
IEEE Trans. Medical Imaging, 2007
Comput. Methods Programs Biomed., 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
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
2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Topology Correction Using Fast Marching Methods and Its Application to Brain Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Information Processing in Medical Imaging, 2005
2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
2003
Automatic classification of sulcal regions of the human brain cortex using pattern recognition.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
New approaches for measuring changes in the cortical surface using an automatic reconstruction algorithm.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
IEEE Trans. Medical Imaging, 1999
IEEE Trans. Medical Imaging, 1999
An adaptive fuzzy C-means algorithm for image segmentation in the presence of intensity inhomogeneities.
Pattern Recognit. Lett., 1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999
An Adaptive Fuzzy Segmentation Algorithm for Three-Dimensional Magnetic Resonance Images.
Proceedings of the Information Processing in Medical Imaging, 1999
1998
Adaptive fuzzy c-means algorithm for image segmentation in the presence of intensity inhomogeneities.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Partial Volume Estimation and the Fuzzy C-means Algorithm.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
An Automated Technique for Statistical Characterization of Brain Tissues in Magnetic Resonance Imaging.
Int. J. Pattern Recognit. Artif. Intell., 1997
Finding the Brain Cortex Using Fuzzy Segmentation, Isosurfaces, and Deformable Surface Models.
Proceedings of the Information Processing in Medical Imaging, 1997