activity
20182025
most citedCrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation

99 citations · 108 across the 20 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

eess.IV2023

Redesigning Out-of-Distribution Detection on 3D Medical Images

Anton Vasiliuk, Daria Frolova, Mikhail Belyaev +1

Detecting out-of-distribution (OOD) samples for trusted medical image segmentation remains a significant challenge. The critical issue here is the lack of a strict definition of ab…

eess.IV2023

Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation

Anton Vasiliuk, Daria Frolova, Mikhail Belyaev +1

Deep Learning models perform unreliably when the data comes from a distribution different from the training one. In critical applications such as medical imaging, out-of-distributi…