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Title  
 
[1] Zahra Karim-Aghaloo, Mohak Shah, S. Francis, Douglas L. Arnold, Donald Louis Collins and Tal Arbel,
"Automatic Detection of Gadolinium-enhancing Multiple Sclerosis Lesions in Brain MRI Using Conditional Random Fields",
IEEE Transactions on Medical Imaging, pp. 1181-1194, 06 2012.
[2] Dante Denigris, Donald Louis Collins and Tal Arbel,
"Fast and Robust Registration based on Gradient Orientations: Case Study Matching Intra-operative Ultrasound to Pre-operative MRI in Neurosurgery",
in 3rd International Conference on Information Processing in Computer-Assisted Interventions, IPCAI 2012, 06 2012.
[3] Meltem Demirkus, Doina Nitchi, James Clark and Tal Arbel,
"Soft Biometric Trait Classification from Realworld Face Videos Conditioned on Head Pose Estimation",
in IEEE Computer Society Workshop on Biometrics in association with the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 130-137, 06 2012.
[4] Boris Oreshkin and Tal Arbel,
"Optimization over Random and Gradient Probabilistic Pixel Sampling for Fast, Robust Multi-Resolution Image Registration",
in Fifth Workshop on Biomedical Image Registration (WBIR 2012), Vanderbilt University,, 07 2012.
[5] Zahra Karim-Aghaloo, Douglas L. Arnold, Donald Louis Collins and Tal Arbel,
"Hierarchical Conditional Random Fields for Detection of Gad-enhancing Lesions in Multiple Sclerosis",
in 15th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI '12, 09 2012.
[6] Mohak Shah, Y. Xiao, Nagesh Subbanna, S. Francis, Douglas L. Arnold, Donald Louis Collins and Tal Arbel,
"Evaluating Intensity Normalization on MRIs of Human Brain with Multiple Sclerosis",
Medical Image Analysis, pp. 267-282, 04 2011.
[7] K. Murphy, Dante Denigris, Donald Louis Collins and Tal Arbel,
"Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge",
IEEE Transactions on Medical Imaging, pp. 1901-1920, 11 2011.
[8] Catherine Laporte and Tal Arbel,
"Learning to estimate out-of-plane motion in ultrasound imagery of real-tissue",
Medical Image Analysis, pp. 202-213, 07 2011.
[9] Nagesh Subbanna, S. Francis, Doina Nitchi, Donald Louis Collins, Douglas L. Arnold and Tal Arbel,
"Adapted MRF Segmentation of MS Lesions Using Local Contextual Information",
in Conference on Medical Image Understanding and Analysis, MIUA '11, 07 2011.
[10] Meltem Demirkus, Boris Oreshkin, James Clark and Tal Arbel,
"Spatial and probabilistic codebook template based head pose estimation from unconstrained environments",
in IEEE International Conference on Image Processing, ICIP 2011, pp. 573-576, 09 2011.
   
     
   
   

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