no code implementations • 29 Nov 2023 • Leonie Henschel, David Kügler, Lilla Zöllei, Martin Reuter
However, these transformations in the image space still require resampling, reducing accuracy specifically in the context of label interpolation.
1 code implementation • 29 Jun 2022 • Leonie Henschel, David Kügler, Derek S Andrews, Christine W Nordahl, Martin Reuter
We analyse how this resolution-bias in the data distribution propagates to systematically biased predictions for group L at higher resolutions.
no code implementations • 17 Dec 2021 • Leonie Henschel, David Kügler, Martin Reuter
Leading neuroimaging studies have pushed 3T MRI acquisition resolutions below 1. 0 mm for improved structure definition and morphometry.
1 code implementation • 9 Oct 2019 • Leonie Henschel, Sailesh Conjeti, Santiago Estrada, Kersten Diers, Bruce Fischl, Martin Reuter
In this work we propose a fast and accurate deep learning based neuroimaging pipeline for the automated processing of structural human brain MRI scans, replicating FreeSurfer's anatomical segmentation including surface reconstruction and cortical parcellation.