Search Results for author: Erik Bjørnager Dam

Found 3 papers, 3 papers with code

Multi-planar 3D knee MRI segmentation via UNet inspired architectures

1 code implementation International Journal of Imaging Systems and Technology 2022 Sandeep Singh Sengar, Christopher Meulengracht, Mikael Ploug Boesen, Anders Føhrby Overgaard, Henrik Gudbergsen, Janus Damm Nybing, Mathias Perslev, Erik Bjørnager Dam

By evaluating the architectures in a different dimensionality, embedded in a different method, and for a different task, we aimed to evaluate if any of these UNet alternatives are promising as a new golden standard that generalizes even better than the UNet.

MRI segmentation Segmentation

UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts

1 code implementation15 Mar 2022 Sandeep Singh Sengara, Christopher Meulengrachtb, Mikael Ploug Boesenb, Anders Føhrby Overgaardb, Henrik Gudbergsenb, Janus Damm Nybingb, Erik Bjørnager Dam

By evaluating the architectures in a different dimensionality, embedded in a different method, and for a different task, we aimed to evaluate if any of these UNet-alternatives are promising as a new gold standard that generalizes even better than UNet.

Segmentation

One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation

2 code implementations5 Nov 2019 Mathias Perslev, Erik Bjørnager Dam, Akshay Pai, Christian Igel

The system relies on multi-planar data augmentation which facilitates the application of a single 2D architecture based on the familiar U-Net.

Data Augmentation Image Segmentation +4

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