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PEP: Parameter Ensembling by Perturbation


Oct 24, 2020
Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III

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* NeurIPS 2020 

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Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation


Nov 29, 2019
Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur

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Deep Information Theoretic Registration


Dec 31, 2018
Alireza Sedghi, Jie Luo, Alireza Mehrtash, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III

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Semi-Supervised Deep Metrics for Image Registration


Apr 04, 2018
Alireza Sedghi, Jie Luo, Alireza Mehrtash, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III

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* Under Review for MICCAI 2018 

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Model-based Catheter Segmentation in MRI-images


May 18, 2017
Andre Mastmeyer, Guillaume Pernelle, Lauren Barber, Steve Pieper, Dirk Fortmeier, Sandy Wells, Heinz Handels, Tina Kapur

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* MICCAI 2015 conference IMIC session 

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Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation


Feb 25, 2017
Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III

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* Medical Image Computing and Computer-Assisted Intervention 2017, Vol 10435, 516-524 
* 8 pages, 3 figures 

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GBM Volumetry using the 3D Slicer Medical Image Computing Platform


Mar 05, 2013
Jan Egger, Tina Kapur, Andriy Fedorov, Steve Pieper, James V. Miller, Harini Veeraraghavan, Bernd Freisleben, Alexandra Golby, Christopher Nimsky, Ron Kikinis

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* Sci. Rep. 3, 1364, 2013 
* 7 pages, 6 figures, 2 tables, 1 equation, 43 references 

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Pituitary Adenoma Volumetry with 3D Slicer


Dec 12, 2012
Jan Egger, Tina Kapur, Christopher Nimsky, Ron Kikinis

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* (2012) PLoS ONE 7(12): e51788 
* 7 pages, 5 figures, 2 tables, 30 references 

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Template-Cut: A Pattern-Based Segmentation Paradigm


May 30, 2012
Jan Egger, Bernd Freisleben, Christopher Nimsky, Tina Kapur

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* J. Egger, B. Freisleben, C. Nimsky, T. Kapur. Template-Cut: A Pattern-Based Segmentation Paradigm. Nature - Scientific Reports, Nature Publishing Group (NPG), 2(420), 2012 
* 8 pages, 6 figures, 3 tables, 6 equations, 51 references 

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Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape


Mar 13, 2012
Jan Egger, Tina Kapur, Thomas Dukatz, Malgorzata Kolodziej, Dzenan Zukic, Bernd Freisleben, Christopher Nimsky

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* Egger J, Kapur T, Dukatz T, Kolodziej M, Zukic D, et al. (2012) Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape. PLoS ONE 7(2): e31064 
* 13 pages, 17 figures, 2 tables, 3 equations, 42 references 

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