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Delineating Bone Surfaces in B-Mode Images Constrained by Physics of Ultrasound Propagation

Jan 07, 2020
Firat Ozdemir, Christine Tanner, Orcun Goksel

* 11 pages, 8 figures 

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Active Learning for Segmentation Based on Bayesian Sample Queries

Dec 22, 2019
Firat Ozdemir, Zixuan Peng, Philipp Fuernstahl, Christine Tanner, Orcun Goksel

* 10 pages, 7 figures 

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SCATGAN for Reconstruction of Ultrasound Scatterers Using Generative Adversarial Networks

Feb 01, 2019
Andrawes Al Bahou, Christine Tanner, Orcun Goksel

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Siamese Networks with Location Prior for Landmark Tracking in Liver Ultrasound Sequences

Jan 23, 2019
Alvaro Gomariz, Weiye Li, Ece Ozkan, Christine Tanner, Orcun Goksel

* Accepted at the IEEE International Symposium on Biomedical Imaging (ISBI) 2019 

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Iterative Interaction Training for Segmentation Editing Networks

Jul 23, 2018
Gustav Bredell, Christine Tanner, Ender Konukoglu

* 8 pages, 4 figures, To appear in the Proceedings of the 21. International Conference On Medical Image Computing & Computer Assisted Intervention, Machine Learning in Medical Imaging workshop, 16-20 September 2018, Granada, Spain 

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Generative Adversarial Networks for MR-CT Deformable Image Registration

Jul 19, 2018
Christine Tanner, Firat Ozdemir, Romy Profanter, Valeriy Vishnevsky, Ender Konukoglu, Orcun Goksel

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Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy

Jul 18, 2018
Firat Ozdemir, Zixuan Peng, Christine Tanner, Philipp Fuernstahl, Orcun Goksel

* 8 pages, 4 figures, Accepted to MICCAI 2018 Workshop: Deep Learning in Medical Image Analysis (DLMIA) 

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Temporal Interpolation via Motion Field Prediction

Apr 12, 2018
Lin Zhang, Neerav Karani, Christine Tanner, Ender Konukoglu

* Submitted to 1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, The Netherlands 

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