2020
Multi-site Evaluation of a Study-Level Classifier for Mammography Using Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
PSACNN: Pulse sequence adaptive fast whole brain segmentation.
NeuroImage, 2019
Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks.
CoRR, 2019
2018
Pulse Sequence Resilient Fast Brain Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Improving self super resolution in magnetic resonance images.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
2017
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.
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NeuroImage, 2017
Random forest regression for magnetic resonance image synthesis.
Medical Image Anal., 2017
Cross contrast multi-channel image registration using image synthesis for MR brain images.
Medical Image Anal., 2017
Multi-atlas-based CT synthesis from conventional MRI with patch-based refinement for MRI-based radiotherapy planning.
Proceedings of the Medical Imaging 2017: Image Processing, 2017
A Supervoxel Based Random Forest Synthesis Framework for Bidirectional MR/CT Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017
2016
Effects of spatial resolution on image registration.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Patch Based Synthesis of Whole Head MR Images: Application To EPI Distortion Correction.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
Self Super-Resolution for Magnetic Resonance Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
2015
MR image synthesis by contrast learning on neighborhood ensembles.
Medical Image Anal., 2015
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans.
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Comput. Intell. Neurosci., 2015
Cerebral microbleed segmentation from susceptibility weighted images.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Multi-output decision trees for lesion segmentation in multiple sclerosis.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Tree-Encoded Conditional Random Fields for Image Synthesis.
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Example based lesion segmentation.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
MR to CT registration of brains using image synthesis.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Random forest FLAIR reconstruction from T1, T2, and PD-weighted MRI.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Improving magnetic resonance resolution with supervised learning.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Pulse sequence based multi-acquisition MR intensity normalization.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Atlas Based Intensity Transformation of Brain MR Images.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
Magnetic resonance image synthesis through patch regression.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2011
Towards validation of robotic surgery training assessment across training platforms.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011
Towards integrating task information in skills assessment for dexterous tasks in surgery and simulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
2009
Classifying Ayurvedic Pulse Signals Via Consensus Locally Linear Embedding.
Proceedings of the BIOSIGNALS 2009, 2009