Roger C. Tam

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 17

Top Topics

Corpus Callosum

Multiple Sclerosis

Top Venues

Publications

Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Huilin Yang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment. Pattern Recognit. 154 (2024)
Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang
FPT: Fine-grained Prompt Tuning for Parameter and Memory Efficient Fine Tuning in High-resolution Medical Image Classification. CoRR (2024)
Yuanyuan Wei, Roger C. Tam, Xiaoying Tang
MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging. MIDL (2023)
Huilin Yang, Roger C. Tam, Xiaoying Tang
Whole-Heart Reconstruction with Explicit Topology Integrated Learning. MICCAI (6) (2023)
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)
Lisa Y. W. Tang, Kendall Ho, Roger C. Tam, Nathaniel M. Hawkins, Michael Lim, Jason G. Andrade
Predicting Catheter Ablation Outcomes with Pre-ablation Heart Rhythm Data: Less Is More. MLMI@MICCAI (2020)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. ISBI (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)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. CoRR (2019)
Ferran Prados, John Ashburner, Claudia Blaiotta, Tom Brosch, Julio Carballido-Gamio, Manuel Jorge Cardoso, Benjamin N. Conrad, Esha Datta, Gergely Dávid, Benjamin De Leener, Sara M. Dupont, Patrick Freund, Claudia A. M. Gandini Wheeler-Kingshott, Francesco Grussu, Roland G. Henry, Bennett A. Landman, Emil Ljungberg, Bailey Lyttle, Sébastien Ourselin, Nico Papinutto, Salvatore Saporito, Regina Schlaeger, Seth A. Smith, Paul E. Summers, Roger C. Tam, Marios C. Yiannakas, Alyssa H. Zhu, Julien Cohen-Adad
Spinal cord grey matter segmentation challenge. NeuroImage 152 (2017)
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)
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)
Lisa Y. W. Tang, Roger C. Tam, Ghassan Hamarneh
Enhancing accuracy of symmetric random walker image registration via a novel data-consistency measure. ISBI (2016)
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)
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)
Tom Brosch, Roger C. Tam
Efficient Training of Convolutional Deep Belief Networks in the Frequency Domain for Application to High-Resolution 2D and 3D Images. Neural Comput. 27 (1) (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)
Youngjin Yoo, Roger C. Tam
Non-Local Spatial Regularization of MRI T2 Relaxation Images for Myelin Water Quantification. MICCAI (1) (2013)
Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh
Augmenting Auto-context with Global Geometric Features for Spinal Cord Segmentation. MLMI (2013)
Tom Brosch, Roger C. Tam
Manifold Learning of Brain MRIs by Deep Learning. MICCAI (2) (2013)
Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh
Globally optimal spinal cord segmentation using a minimal path in high dimensions. ISBI (2013)
Fahime Sheikhzadeh, Roger C. Tam, Ghassan Hamarneh
Spatial dispersion of lesions as a surrogate biomarker for disability in multiple sclerosis. MMBIA (2012)
Chris McIntosh, Ghassan Hamarneh, Matthew Toom, Roger C. Tam
Spinal Cord Segmentation for Volume Estimation in Healthy and Multiple Sclerosis Subjects Using Crawlers and Minimal Paths. HISB (2011)
Albert Huang, Rafeef Abugharbieh, Roger C. Tam
A Novel Rotationally Invariant Region-Based Hidden Markov Model for Efficient 3-D Image Segmentation. IEEE Trans. Image Process. 19 (10) (2010)
Neda Changizi, Ghassan Hamarneh, Omer Ishaq, Aaron D. Ward, Roger C. Tam
Extraction of the Plane of Minimal Cross-Sectional Area of the Corpus Callosum Using Template-Driven Segmentation. MICCAI (3) (2010)
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)
Albert Huang, Rafeef Abugharbieh, Roger C. Tam
A Fuzzy Region-Based Hidden Markov Model for Partial-Volume Classification in Brain MRI. MICCAI (1) (2009)
Albert Huang, Rafeef Abugharbieh, Roger C. Tam
A Hybrid Geometric-Statistical Deformable Model for Automated 3-D Segmentation in Brain MRI. IEEE Trans. Biomed. Eng. 56 (7) (2009)
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)
Albert Huang, Rafeef Abugharbieh, Roger C. Tam
Image segmentation using an efficient rotationally invariant 3D region-based hidden Markov model. CVPR Workshops (2008)
Albert Huang, Rafeef Abugharbieh, Roger C. Tam, Anthony Traboulsee
Automatic MRI brain tissue segmentation using a hybrid statistical and geometric model. ISBI (2006)
Albert Huang, Rafeef Abugharbieh, Roger C. Tam, Anthony Traboulsee
Brain extraction using geodesic active contours. Medical Imaging: Image Processing (2006)
Roger C. Tam, Wolfgang Heidrich
Computing Polygonal Surfaces from Unions of Balls. Computer Graphics International (2004)
Roger C. Tam, Wolfgang Heidrich
Shape Simplification Based on the Medial Axis Transform. IEEE Visualization (2003)
Roger C. Tam, Wolfgang Heidrich
Feature-Preserving Medial Axis Noise Removal. ECCV (2) (2002)
Roger C. Tam, Alain Fournier
Shape Model and Threshold Extraction via Shape Gradients. VMV (2001)
Roger C. Tam, Alain Fournier
Image interpolation using unions of spheres. Vis. Comput. 14 (8/9) (1998)
Roger C. Tam, Christopher G. Healey, Borys Flak, Peter Cahoon
Volume rendering of abdominal aortic aneurysms. IEEE Visualization (1997)