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OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing
Firat Ozdemir, Berkan Lafci, Xose Luis Dean-Ben, Daniel Razansky, Fernando Perez-Cruz
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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
Artur Safin, Damien Bouffard, Firat Ozdemir, Cintia L Ramón, James Runnalls, Fotis Georgatos, Camille Minaudo, Jonas Šukys
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Learning summary statistics for bayesian inference with autoencoders
Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Perez-Cruz, Antonietta Mira
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SPUX-MITgcm v1
Artur Safin, Damien Bouffard, Firat Ozdemir, Cintia L Ramón, James Runnalls, Fotis Georgatos, Camille Minaudo, Jonas Šukys
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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
Artur Safin, Ramón Casañas, Cintia Luz, Juan Cubero Cardoso, Antonio Serrano Moral, Susanna Gorrasi, Barbara Muñoz Palazón, Elisabet Aranda Ballesteros
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Active learning for segmentation based on Bayesian sample queries
Firat Ozdemir, Zixuan Peng, Philipp Fuernstahl, Christine Tanner, Orcun Goksel
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Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network
Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Šukys, Damien Bouffard, Fernando Perez-Cruz
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Delineating Bone Surfaces in B-Mode Images Constrained by Physics of Ultrasound Propagation
Firat Ozdemir, Christine Tanner, Orcun Goksel
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Extending pretrained segmentation networks with additional anatomical structures
Firat Ozdemir, Orcun Goksel
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Generative adversarial networks for MR-CT deformable image registration
Christine Tanner, Firat Ozdemir, Romy Profanter, Valeriy Vishnevsky, Ender Konukoglu, Orcun Goksel
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