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2020 – today
- 2020
[j5]Hanwen Liu
, Qing-San Xiang, Roger C. Tam, Adam V. Dvorak, Alex L. MacKay, Shannon H. Kolind, Anthony Traboulsee, Irene M. Vavasour, David K. B. Li, John K. Kramer, Cornelia Laule:
Myelin water imaging data analysis in less than one minute. NeuroImage 210: 116551 (2020)
2010 – 2019
- 2019
- [j4]Youngjin Yoo, Lisa Y. W. Tang, David K. B. Li, Luanne Metz, Shannon H. Kolind, Anthony Traboulsee, Roger C. Tam:
Deep learning of brain lesion patterns and user-defined clinical and MRI features for predicting conversion to multiple sclerosis from clinically isolated syndrome. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(3): 250-259 (2019) - 2017
- [c12]Adam Porisky, Tom Brosch, Emil Ljungberg, Lisa Y. W. Tang, Youngjin Yoo, Benjamin De Leener, Anthony Traboulsee, Julien Cohen-Adad, Roger C. Tam:
Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections. DLMIA/ML-CDS@MICCAI 2017: 330-337 - [c11]Youngjin Yoo, Lisa Y. W. Tang, Su-Hyun Kim, Ho Jin Kim, Lisa Eunyoung Lee, David K. B. Li, Shannon H. Kolind, Anthony Traboulsee, Roger C. Tam:
Hierarchical Multimodal Fusion of Deep-Learned Lesion and Tissue Integrity Features in Brain MRIs for Distinguishing Neuromyelitis Optica from Multiple Sclerosis. MICCAI (3) 2017: 480-488 - 2016
- [j3]Tom Brosch, Lisa Y. W. Tang, Youngjin Yoo, David K. B. Li, Anthony Traboulsee, Roger C. Tam:
Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation. IEEE Trans. Medical Imaging 35(5): 1229-1239 (2016) - [c10]Youngjin Yoo, Lisa Y. W. Tang, Tom Brosch, David K. B. Li, Luanne Metz, Anthony Traboulsee, Roger C. Tam:
Deep Learning of Brain Lesion Patterns for Predicting Future Disease Activity in Patients with Early Symptoms of Multiple Sclerosis. LABELS/DLMIA@MICCAI 2016: 86-94 - [c9]Lisa Y. W. Tang, Tom Brosch, Xingtong Liu, Youngjin Yoo, Anthony Traboulsee, David K. B. Li, Roger C. Tam:
Corpus Callosum Segmentation in Brain MRIs via Robust Target-Localization and Joint Supervised Feature Extraction and Prediction. MICCAI (2) 2016: 406-414 - 2015
- [c8]Saurabh Garg, Lisa Tang, Anthony Traboulsee, Roger C. Tam:
A sensitive and efficient method for measuring change in cortical thickness using fuzzy correspondence in Alzheimer's disease. ICIP 2015: 3014-3018 - [c7]Tom Brosch, Youngjin Yoo, Lisa Y. W. Tang, David K. B. Li, Anthony Traboulsee, Roger C. Tam:
Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion Segmentation. MICCAI (3) 2015: 3-11 - [c6]Lisa Y. W. Tang, Ghassan Hamarneh, Anthony Traboulsee, David K. B. Li, Roger C. Tam:
Corpus Callosum Segmentation in MS Studies Using Normal Atlases and Optimal Hybridization of Extrinsic and Intrinsic Image Cues. MICCAI (3) 2015: 123-131 - 2014
- [c5]Youngjin Yoo, Tom Brosch, Anthony Traboulsee, David K. B. Li, Roger C. Tam:
Deep Learning of Image Features from Unlabeled Data for Multiple Sclerosis Lesion Segmentation. MLMI 2014: 117-124 - [c4]Tom Brosch, Youngjin Yoo, David K. B. Li, Anthony Traboulsee, Roger C. Tam:
Modeling the Variability in Brain Morphology and Lesion Distribution in Multiple Sclerosis by Deep Learning. MICCAI (2) 2014: 462-469
2000 – 2009
- 2008
- [j2]Ashish Uthama, Rafeef Abugharbieh, Samantha J. Palmer, Anthony Traboulsee, Martin J. McKeown:
SPHARM-Based Spatial fMRI Characterization With Intersubject Anatomical Variability Reduction. IEEE J. Sel. Top. Signal Process. 2(6): 907-918 (2008) - [j1]Shannon H. Kolind, Cornelia Laule, Irene M. Vavasour, David K. B. Li, Anthony Traboulsee, Burkhard Mädler, G. R. Wayne Moore, Alex L. MacKay:
Complementary information from multi-exponential T2 relaxation and diffusion tensor imaging reveals differences between multiple sclerosis lesions. NeuroImage 40(1): 77-85 (2008) - [c3]Ashish Uthama, Rafeef Abugharbieh, Samantha J. Palmer, Anthony Traboulsee, Martin J. McKeown:
Invariant 3D spharm features for characterizing fMRI activations in ROIs while minimizing effects of intersubject anatomical variability. ISBI 2008: 560-563 - 2006
- [c2]Albert Huang, Rafeef Abugharbieh, Roger C. Tam, Anthony Traboulsee:
Automatic MRI brain tissue segmentation using a hybrid statistical and geometric model. ISBI 2006: 394-397 - [c1]Albert Huang, Rafeef Abugharbieh, Roger C. Tam, Anthony Traboulsee:
Brain extraction using geodesic active contours. Medical Imaging: Image Processing 2006: 61444J
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