Firat Ozdemir
Firat Ozdemir
Sr. Data Scientist, Swiss Data Science Center
Verified email at
Cited by
Cited by
A decision forest based feature selection framework for action recognition from rgb-depth cameras
F Negin, F Özdemir, CB Akgül, KA Yüksel, A Erçil
International conference image analysis and recognition, 648-657, 2013
Generative adversarial networks for MR-CT deformable image registration
C Tanner, F Ozdemir, R Profanter, V Vishnevsky, E Konukoglu, O Goksel
arXiv preprint arXiv:1807.07349, 2018
Learn the new, keep the old: Extending pretrained models with new anatomy and images
F Ozdemir, P Fuernstahl, O Goksel
International Conference on Medical Image Computing and Computer-Assisted …, 2018
Extending pretrained segmentation networks with additional anatomical structures
F Ozdemir, O Goksel
International journal of computer assisted radiology and surgery 14 (7 …, 2019
Active learning for segmentation by optimizing content information for maximal entropy
F Ozdemir, Z Peng, C Tanner, P Fuernstahl, O Goksel
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
Graphical modeling of ultrasound propagation in tissue for automatic bone segmentation
F Ozdemir, E Ozkan, O Goksel
International Conference on Medical Image Computing and Computer-Assisted …, 2016
Registration of 3D freehand ultrasound to a bone model for orthopedic procedures of the forearm
M Ciganovic, F Ozdemir, F Pean, P Fuernstahl, C Tanner, O Goksel
International journal of computer assisted radiology and surgery 13 (6), 827-836, 2018
Active learning for segmentation based on Bayesian sample queries
F Ozdemir, Z Peng, P Fuernstahl, C Tanner, O Goksel
Knowledge-Based Systems 214, 106531, 2021
Interactive segmentation in MRI for orthopedic surgery planning: bone tissue
F Ozdemir, N Karani, P Fürnstahl, O Goksel
International Journal of Computer Assisted Radiology and Surgery 12 (6 …, 2017
Deep learning techniques for bone surface delineation in ultrasound
M Ciganovic, F Özdemir, M Farshad, O Göksel
Medical Imaging 2019: Ultrasonic Imaging and Tomography 10955, 224-230, 2019
Automatic segmentation of abdominal MRI using selective sampling and random walker
J Thoma, F Ozdemir, O Goksel
Medical Computer Vision and Bayesian and Graphical Models for Biomedical …, 2016
Learning Summary Statistics for Bayesian Inference with Autoencoders
C Albert, S Ulzega, F Ozdemir, F Perez-Cruz, A Mira
arXiv preprint arXiv:2201.12059, 2022
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data
A Klimovskaia, B Lafci, F Ozdemir, N Davoudi, XL Dean-Ben, ...
A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1
A Safin, D Bouffard, F Ozdemir, CL Ramón, J Runnalls, F Georgatos, ...
Geoscientific Model Development Discussions, 1-22, 2021
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network
M Stalder, F Ozdemir, A Safin, J Sukys, D Bouffard, F Perez-Cruz
arXiv preprint arXiv:2109.13235, 2021
Data assimilation in lake Geneva using the SPUX framework
A Safin, D Bouffard, J Runnalls, F Georgatos, E Bouillet, F Ozdemir, ...
EGU General Assembly Conference Abstracts, 19564, 2020
Delineating Bone Surfaces in B-Mode Images Constrained by Physics of Ultrasound Propagation
F Ozdemir, C Tanner, O Goksel
arXiv preprint arXiv:2001.02001, 2020
Medical Image Segmentation with Efficient Use of Annotations and Resources
F Özdemir
ETH Zurich, 2020
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