Search Results for author: Birk Torpmann-Hagen

Found 1 papers, 1 papers with code

Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation

1 code implementation30 May 2022 Birk Torpmann-Hagen, Vajira Thambawita, Kyrre Glette, Pål Halvorsen, Michael A. Riegler

Generalizability is seen as one of the major challenges in deep learning, in particular in the domain of medical imaging, where a change of hospital or in imaging routines can lead to a complete failure of a model.

Data Augmentation Image Segmentation +4

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