no code implementations • 18 Jul 2022 • Martin Soria Røvang, Per Selnes, Bradley John MacIntosh, Inge Rasmus Groote, Lene Paalhaugen, Sudre Carole, Tormod Fladby, Atle Bjørnerud
With the increasing use of 3D FLAIR-weighted images in MRI protocols, our results suggest that WMH segmentation models can be trained on 3D data and yield WMH segmentation performance that is comparable to or better than state-of-the-art without the need for including T1-weighted image series.
no code implementations • 5 Jul 2022 • Jon Andre Ottesen, Matthan W. A. Caan, Inge Rasmus Groote, Atle Bjørnerud
In an ablation study, the individual architectural modifications all contributed to this improvement, by reducing the SSIM and NMSE with approximately 3% and 5% for four-fold acceleration, respectively.