Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models. ArXiv e-prints; accepted to SIAM Journal on Imaging Science.. 2017.
Regression Uncertainty on the Grassmannian. Proceedings of the AISTATS conference.. 2017.
Memory Efficient LDDMM for Lung CT. MICCAI.. 2016.
One-Shot Learning of Scene Categories via Feature Trajectory Transfer. Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR).. 2016.
Parametric Regression on the Grassmannian. IEEE Transactions on Pattern Analysis and Machine Intelligence.. 2016.
Registration of Developmental Image Sequences With Missing Data. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, WBIR.. 2016.
Registration of Pathological Images. Proceedings of the MICCAI Workshop on Simulation and Synthesis in Medical Imaging (SASHIMI).. 2016.
Ultrasound Spectroscopy. Proceedings of the International Symposium on Biomedical Imaging (ISBI).. 2016.
Appearance Normalization of Histology Slides. Computerized Medical Imaging and Graphics.. 2015.
Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data. IEEE Transactions on Medical Imaging.. 2015.
Group testing for longitudinal data. International Conference on Information Processing in Medical Imaging (IPMI).. 2015.
Hierarchical Task-Driven Feature Learning for Tumor Histology. International Symposium on Biomedical Imaging (ISBI).. 2015.
Low-rank atlas image analyses in the presence of pathologies. IEEE Transactions on Medical Imaging.. 2015.
Quantitative assessment of the upper airway in infants and children with subglottic stenosis. The Laryngoscope.. 2015.
Robust estimation of group-wise cortical correspondence with an application to macaque and human neuroimaging studies. Frontiers in Neuroscience. 9. 2015.
Semi-Coupled Dictionary Learning for Deformation Prediction. International Symposium on Biomedical Imaging (ISBI).. 2015.
Shape Analysis Based on Depth-Ordering. Medical Image Analysis.. 2015.
Splines for Diffeomorphisms. Medical Image Analysis.. 2015.