A decision forest based feature selection framework for action recognition from rgb-depth cameras F Negin, F Özdemir, CB Akgül, KA Yüksel, A Erçil Image Analysis and Recognition: 10th International Conference, ICIAR 2013 …, 2013 | 80 | 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 | 74 | 2018 |
Learn the new, keep the old: Extending pretrained models with new anatomy and images F Ozdemir, P Fuernstahl, O Goksel Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 42 | 2018 |
Extending pretrained segmentation networks with additional anatomical structures F Ozdemir, O Goksel International journal of computer assisted radiology and surgery 14, 1187-1195, 2019 | 35 | 2019 |
Active learning for segmentation by optimizing content information for maximal entropy F Ozdemir, Z Peng, C Tanner, P Fürnstahl, O Goksel Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018 | 35 | 2018 |
Graphical modeling of ultrasound propagation in tissue for automatic bone segmentation F Ozdemir, E Ozkan, O Goksel Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016 | 22 | 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, 827-836, 2018 | 17 | 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 | 15 | 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, 1031-1039, 2017 | 8 | 2017 |
Learning summary statistics for bayesian inference with autoencoders C Albert, S Ulzega, F Ozdemir, F Perez-Cruz, A Mira SciPost Physics Core 5 (3), 043, 2022 | 4 | 2022 |
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data A Klimovskaia, B Lafci, F Ozdemir, N Davoudi, XL Dean-Ben, ... Medical Imaging with Deep Learning, 2021 | 3 | 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 | 3 | 2021 |
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 | 3 | 2019 |
Automatic segmentation of abdominal MRI using selective sampling and random walker J Thoma, F Ozdemir, O Goksel Bayesian and grAphical Models for Biomedical Imaging, 83-93, 2016 | 2 | 2016 |
Retrospective Uncertainties for Deep Models using Vine Copulas N Tagasovska, F Ozdemir, A Brando International Conference on Artificial Intelligence and Statistics, 2023 | 1 | 2023 |
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing F Ozdemir, B Lafci, XL Dean-Ben, D Razansky, F Perez-Cruz Transactions on Machine Learning Research, 2023 | 1 | 2023 |
A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1 A Safin, R Casañas, C Luz, J Cubero Cardoso, A Serrano Moral, ... Geosci Model Dev Discuss 2021, 1-22, 2021 | 1 | 2021 |
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 | 1 | 2020 |
Revisiting Machine Learning Approaches for Short-and Longwave Radiation Inference in Weather and Climate Models, Part I: Offline Performance G Bertoli, F Ozdemir, S Schemm, F Perez-Cruz Authorea Preprints, 2023 | | 2023 |
Building a physics-constrained, fast and stable machine learning-based radiation emulator G Bertoli, S Schemm, F Ozdemir, F Perez Cruz, E Szekely EGU General Assembly Conference Abstracts, EGU-3418, 2023 | | 2023 |