output
19992024
most citedThis Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation

13 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

4 papers

physics.med-ph2024★ 3 cited

Data harvesting vs data farming: A study of the importance of variation vs sample size in deep learning-based auto-segmentation for breast cancer patients

ES Buhl, E Maae, LW Matthiessen +7

The aim of this study was to investigate the difference in output, when training a model in three different scenarios: a large clinical delineated data set (with 700/78 patients fo…

cs.CV2023★ 13 cited

This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation

Dimitrios E. Diamantis, Panagiota Gatoula, Anastasios Koulaouzidis +1

Medical image synthesis has emerged as a promising solution to address the limited availability of annotated medical data needed for training machine learning algorithms in the con…

stat.ML2022★ 6 cited

Distributed learning optimisation of Cox models can leak patient data: Risks and solutions

Carsten Brink, Christian Rønn Hansen, Matthew Field +5

Medical data are often highly sensitive, and frequently there are missing data. Due to the data's sensitive nature, there is an interest in creating modelling methods where the dat…

math.DG1999★ 1 cited

Selfdual spaces with complex structures, Einstein-Weyl geometry and geodesics

David M. J. Calderbank, H. Pedersen

We study the Jones and Tod correspondence between selfdual conformal 4-manifolds with a conformal vector field and abelian monopoles on Einstein-Weyl 3-manifolds, and prove that in…