David K. B. Li

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 8

Top Topics

Multiple Sclerosis

Magnetic Resonance Images

Corpus Callosum

Top Venues

LABELS/DLMIA@MICCAI

Publications

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 (2020)
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) (2019)
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)
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)
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)
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) (2016)
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)
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)
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)
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)
Erin L. MacMillan, Burkhard Mädler, Nicole Fichtner, Marcel F. Dvorak, David K. B. Li, Armin Curt, Alex L. MacKay
relaxation measurements in the healthy cervical spinal cord at 3.0T: Repeatability and changes with age. NeuroImage 54 (2) (2011)
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) (2010)
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) (2009)
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) (2008)
Shannon H. Kolind, Cornelia Laule, Irene M. Vavasour, David K. B. Li, Anthony Traboulsee, Burkhard Mädler, G. R. Wayne Moore, Alex L. MacKay
relaxation and diffusion tensor imaging reveals differences between multiple sclerosis lesions. NeuroImage 40 (1) (2008)
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) (2006)