Firat Ozdemir

According to our database, Firat Ozdemir authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Signal domain adaptation network for limited-view optoacoustic tomography.

Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky

Medical Image Anal., January, 2024

Modeling multiple sclerosis using mobile and wearable sensor data.

Shkurta Gashi, Pietro Oldrati, Max Möbus, Marc Hilty, Liliana Barrios, Firat Ozdemir, Veronika Kana, Andreas Lutterotti, Gunnar Rätsch, Christian Holz

npj Digit. Medicine, 2024

2023

OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing.

Firat Ozdemir, Berkan Lafci, Xosé-Luís Dean-Ben, Daniel Razansky, Fernando Pérez-Cruz

Trans. Mach. Learn. Res., 2023

Renku: a platform for sustainable data science.

Rok Roskar, Chandrasekhar Ramakrishnan, Michele Volpi, Fernando Pérez-Cruz, Lilian Gasser, Firat Ozdemir, Patrick Paitz, Mohammad Alisafaee, Philipp Fischer, Ralf Grubenmann, Eliza Harris, Tasko Olevski, Carl Remlinger, Luis Salamanca, Elisabet Capon Garcia, Lorenzo Cavazzi, Jakub Chrobasik, Darlin Cordoba Osnas, Alessandro Degano, Jimena Dupre, Wesley Johnson, Eike Kettner, Laura Kinkead, Sean D. Murphy, Flora Thiebaut, Olivier Verscheure

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Retrospective Uncertainties for Deep Models using Vine Copulas.

Natasa Tagasovska, Firat Ozdemir, Axel Brando

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Learning Summary Statistics for Bayesian Inference with Autoencoders.

Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Pérez-Cruz, Antonietta Mira

CoRR, 2022

Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data.

Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

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

Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Pérez-Cruz

CoRR, 2021