Tina Kapur

PEP: Parameter Ensembling by Perturbation

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

Figure 2 for PEP: Parameter Ensembling by Perturbation

Figure 3 for PEP: Parameter Ensembling by Perturbation

Figure 4 for PEP: Parameter Ensembling by Perturbation

* NeurIPS 2020

Access Paper or Ask Questions

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

Figure 2 for Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation

Figure 3 for Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation

Figure 4 for Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation

Access Paper or Ask Questions

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

Figure 2 for Deep Information Theoretic Registration

Figure 3 for Deep Information Theoretic Registration

Figure 4 for Deep Information Theoretic Registration

Access Paper or Ask Questions

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

Figure 2 for Semi-Supervised Deep Metrics for Image Registration

Figure 3 for Semi-Supervised Deep Metrics for Image Registration

* Under Review for MICCAI 2018

Access Paper or Ask Questions

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

Figure 2 for Model-based Catheter Segmentation in MRI-images

Figure 3 for Model-based Catheter Segmentation in MRI-images

* MICCAI 2015 conference IMIC session

Access Paper or Ask Questions

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

Figure 2 for Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation

Figure 3 for Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation

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

Access Paper or Ask Questions

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

Figure 2 for GBM Volumetry using the 3D Slicer Medical Image Computing Platform

Figure 3 for GBM Volumetry using the 3D Slicer Medical Image Computing Platform

Figure 4 for GBM Volumetry using the 3D Slicer Medical Image Computing Platform

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

Access Paper or Ask Questions

Pituitary Adenoma Volumetry with 3D Slicer

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

Figure 2 for Pituitary Adenoma Volumetry with 3D Slicer

Figure 3 for Pituitary Adenoma Volumetry with 3D Slicer

Figure 4 for Pituitary Adenoma Volumetry with 3D Slicer

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

Access Paper or Ask Questions

Template-Cut: A Pattern-Based Segmentation Paradigm

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

Figure 2 for Template-Cut: A Pattern-Based Segmentation Paradigm

Figure 3 for Template-Cut: A Pattern-Based Segmentation Paradigm

Figure 4 for Template-Cut: A Pattern-Based Segmentation Paradigm

* 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

Access Paper or Ask Questions

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

Figure 2 for Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape

Figure 3 for Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape

Figure 4 for Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape

* 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

Access Paper or Ask Questions