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Fırat Özdemir

Observed names: F. Ozdemir, Firat Ozdemir, Firat Özdemir, Ozdemir, Firat, Ozdemir, Firat; https://orcid.org/0000-0001-6643-7318, Özdemir, Firat
Observed institutions: University of Insubria, Sabancı Üniversitesi, Barcelona Supercomputing Center, ETH Zurich, Swiss Data Science Center, Boğaziçi University, École Polytechnique Fédérale de Lausanne, Università della Svizzera italiana, Swiss Federal Institute of Aquatic Science and Technology, ZHAW Zurich University of Applied Sciences
ORCID: 0000-0001-6643-7318
Observed ORCID: 0000-0001-6643-7318
OpenAlex ID: A5041585740
A Decision Forest Based Feature Selection Framework for Action Recognition from RGB-Depth Cameras
2013 · Farhood Negin, Fırat Özdemir, et al. · Lecture notes in computer science · 54
Learn the New, Keep the Old: Extending Pretrained Models with New Anatomy and Images
2018 · Firat Ozdemir, Philipp Fuernstahl, et al. · Lecture notes in computer science · 45
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Generative Adversarial Networks for MR-CT Deformable Image Registration
2018 · Tanner, Christine, Ozdemir, Firat, et al. · arXiv (Cornell University) · 43
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Modeling multiple sclerosis using mobile and wearable sensor data
2024 · Shkurta Gashi, Pietro Oldrati, et al. · npj Digital Medicine · 38
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Extending pretrained segmentation networks with additional anatomical structures
2019 · Firat Ozdemir, Orcun Goksel · International Journal of Computer Assisted Radiology and Surgery · 35
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Extending pretrained segmentation networks with additional anatomical structures
2019 · Ozdemir, Firat, Goksel, Orcun · Repository for Publications and Research Data (ETH Zurich) · 33
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy
2018 · Firat Ozdemir, Zixuan Peng, et al. · Lecture notes in computer science · 30
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Signal domain adaptation network for limited-view optoacoustic tomography
2023 · Anna Klimovskaia Susmelj, Berkan Lafci, et al. · Medical Image Analysis · 26
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Active learning for segmentation based on Bayesian sample queries
2021 · Ozdemir, Firat; https://orcid.org/0000-0001-6643-7318, Peng, Z, et al. · Zurich Open Repository and Archive (University of Zurich) · 25
Learning Summary Statistics for Bayesian Inference with Autoencoders
2022 · Carlo Albert, Simone Ulzega, et al. · SciPost Physics Core · 21
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Registration of 3D freehand ultrasound to a bone model for orthopedic procedures of the forearm
2018 · Matija Ciganovic, Firat Ozdemir, et al. · International Journal of Computer Assisted Radiology and Surgery · 21
Graphical Modeling of Ultrasound Propagation in Tissue for Automatic Bone Segmentation
2016 · Firat Ozdemir, Ece Ozkan, et al. · Lecture notes in computer science · 19
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A decision forest based feature selection framework for action recognition from RGB-depth cameras
2013 · F. Negin, F. Ozdemir, et al. · Signal Processing and Communications Applications Conference (SIU) · 17
Interactive segmentation in MRI for orthopedic surgery planning: bone tissue
2017 · Firat Ozdemir, Neerav Karani, et al. · International Journal of Computer Assisted Radiology and Surgery · 9
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A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1
2022 · Artur Safin, Damien Bouffard, et al. · Geoscientific model development · 5
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Revisiting Machine Learning Approaches for Short- and Longwave Radiation Inference in Weather and Climate Models, Part I: Offline Performance
2023 · Guillaume Bertoli, Firat Ozdemir, et al. · 3
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Revisiting Machine Learning Approaches for Short‐ and Longwave Radiation Inference in Weather and Climate Models
2025 · Guillaume Bertoli, Salman Mohebi, et al. · Journal of Advances in Modeling Earth Systems · 2
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PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics
2025 · Jan Obrist, Miguel Zamora, et al. · IEEE Robotics and Automation Letters · 2
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Deep learning techniques for bone surface delineation in ultrasound
2019 · Matija Ciganovic, Firat Özdemir, et al. · SPIE Medical Imaging: Ultrasonic Imaging and Tomography · 2
Fine‐Tuning a Weather Foundation Model With Lightweight Decoders for Unseen Physical Processes
2026 · Fanny Lehmann, Firat Ozdemir, et al. · Journal of Geophysical Research Machine Learning and Computation · 1
ESFM - A foundation model framework for heterogeneous data integration
2026 · Firat Ozdemir, Yun Cheng, et al. · 1
Fine-Tuning a Weather Foundation Model With Lightweight Decoders for Unseen Physical Processes
2026 · Lehmann, Fanny, Ozdemir, Firat, et al. · 1
Data-Driven Inverse Design Method for Turbomachinery
2024 · Kwok Kai So, Luis Salamanca, et al. · 1
Learning Summary Statistics for Bayesian Inference with Autoencoders
2022 · Albert, Carlo, Ulzega, Simone, et al. · Repository for Publications and Research Data (ETH Zurich) · 1
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network
2021 · Stalder, Michael, Ozdemir, Firat, et al. · arXiv (Cornell University) · 1
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Works count: 53
Citation count: 446
H-index: 13
I10-index: 13
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