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David K. B. Li
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2020 – today
- 2020
- [j9]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
- [j8]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
- [c7]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
- [j7]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) - [c6]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 - [c5]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
- [c4]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 - [c3]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
- [c2]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 - [c1]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 - 2011
- [j6]Erin L. MacMillan, Burkhard Mädler, Nicole Fichtner, Marcel F. Dvorak, David K. B. Li, Armin Curt, Alex L. MacKay:
Myelin water and T2 relaxation measurements in the healthy cervical spinal cord at 3.0T: Repeatability and changes with age. NeuroImage 54(2): 1083-1090 (2011) - 2010
- [j5]Jon McAusland, Roger C. Tam, Erick Wong, Andrew Riddehough, David K. B. Li:
Optimizing the Use of Radiologist Seed Points for Improved Multiple Sclerosis Lesion Segmentation. IEEE Trans. Biomed. Eng. 57(11): 2689-2698 (2010)
2000 – 2009
- 2009
- [j4]Roger C. Tam, Andrew Riddehough, David K. B. Li:
Detection and measurement of coverage loss in interleaved multi-acquisition brain MRIs due to motion-induced inter-slice misalignment. Medical Image Anal. 13(3): 381-391 (2009) - 2008
- [j3]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) - [j2]Cornelia Laule, Piotr Kozlowski, Esther Leung, David K. B. Li, Alex L. MacKay, G. R. Wayne Moore:
Myelin water imaging of multiple sclerosis at 7 T: Correlations with histopathology. NeuroImage 40(4): 1575-1580 (2008) - 2006
- [j1]Irene M. Vavasour, Campbell M. Clark, David K. B. Li, Alex L. MacKay:
Reproducibility and reliability of MR measurements in white matter: Clinical implications. NeuroImage 32(2): 637-642 (2006)
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