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Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network

Sep 27, 2021
Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Perez-Cruz

* 7 pages, 2 figures 

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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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Extending Pretrained Segmentation Networks with Additional Anatomical Structures

Nov 12, 2018
Firat Ozdemir, Orcun Goksel

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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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Learn the new, keep the old: Extending pretrained models with new anatomy and images

Jun 01, 2018
Firat Ozdemir, Philipp Fuernstahl, Orcun Goksel

* Accepted to MICCAI 2018 

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