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of 459
pro vyhledávání: '"Winkler, Mathias"'
The reliability of segmentation models in the medical domain depends on the model's robustness to perturbations in the input space. Robustness is a particular challenge in medical imaging exhibiting various sources of image noise, corruptions, and do
Externí odkaz:
http://arxiv.org/abs/2207.01919
Autor:
Santhirasekaram, Ainkaran, Kori, Avinash, Rockall, Andrea, Winkler, Mathias, Toni, Francesca, Glocker, Ben
Explanations for \emph{black-box} models help us understand model decisions as well as provide information on model biases and inconsistencies. Most of the current explainability techniques provide a single level of explanation, often in terms of fea
Externí odkaz:
http://arxiv.org/abs/2207.01916
Autor:
van As, Nicholas, Yasar, Binnaz, Griffin, Clare, Patel, Jaymini, Tree, Alison C., Ostler, Peter, van der Voet, Hans, Ford, Daniel, Tolan, Shaun, Wells, Paula, Mahmood, Rana, Winkler, Mathias, Chan, Andrew, Thompson, Alan, Ogden, Chris, Naismith, Olivia, Pugh, Julia, Manning, Georgina, Brown, Stephanie, Burnett, Stephanie, Hall, Emma
Publikováno v:
In European Urology December 2024 86(6):566-576
Publikováno v:
In Medical Image Analysis October 2024 97
Autor:
Light, Alexander, Kanthabalan, Abi, Otieno, Marjorie, Pavlou, Menelaos, Omar, Rumana, Adeleke, Sola, Giganti, Francesco, Brew-Graves, Chris, Williams, Norman R., Emara, Amr, Haroon, Athar, Latifoltojar, Arash, Sidhu, Harbir, Freeman, Alex, Orczyk, Clement, Nikapota, Ashok, Dudderidge, Tim, Hindley, Richard G., Virdi, Jaspal, Arya, Manit, Payne, Heather, Mitra, Anita V., Bomanji, Jamshed, Winkler, Mathias, Horan, Gail, Moore, Caroline M., Emberton, Mark, Punwani, Shonit, Ahmed, Hashim U., Shah, Taimur T.
Publikováno v:
In European Urology January 2024 85(1):35-46
Autor:
Winkler, Mathias, Gjennestad, Magnus Aa., Bedeaux, Dick, Kjelstrup, Signe, Cabriolu, Raffaela, Hansen, Alex
We compute the fluid flow time-correlation functions of incompressible, immiscible two-phase flow in porous media using a 2D network model. Given a properly chosen representative elementary volume, the flow rate distributions are Gaussian and the int
Externí odkaz:
http://arxiv.org/abs/2001.04332
We perform more than 6000 steady-state simulations with a dynamic pore network model, corresponding to a large span in viscosity ratios and capillary numbers. From these simulations, dimensionless quantities such as relative permeabilities, residual
Externí odkaz:
http://arxiv.org/abs/1911.07490