In this work, we evaluate the effect on MS lesion segmentation of three SRR approaches: one based on interpolation, a state-of-the-art self-supervised CNN-based ...
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Clinical relevance— This study demonstrates the positive impact of super-resolution reconstruction from T2-w FLAIR multi-slice MRI acquisitions on segmentation ...
When compared to segmentation on LR images, the three considered SRR strategies demonstrate improved lesion segmentation. Furthermore, in some scenarios, SRR ...
Super-Resolution Reconstruction of Multi-Slice T2-W FLAIR MRI ...
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Super-Resolution Reconstruction of Multi-Slice T2-W FLAIR MRI Improves Multiple Sclerosis Lesion Segmentation. Giraldo, Diana L; Beirinckx, Quinten; Den ...
Super-Resolution Reconstruction of Multi-Slice T2-W FLAIR MRI Improves Multiple Sclerosis Lesion Segmentation ; Authors. Giraldo Franco, Diana; Beirinckx, ...
Oct 22, 2024 · Additionally, we apply automated lesion segmentation methods to SR reconstructed T2-W FLAIR MRIs to assess the impact of our SR approach on ...
When compared to segmentation on LR images, the three considered SRR strategies demonstrate improved lesion segmentation. Furthermore, in some scenarios, SRR ...
FLAIR 2 improves automatic MS lesion segmentation with LesionTOADS compared to FLAIR. Segmentation similarity improves for higher lesion volumes, particularly ...
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We present a simple approach for obtaining CSF suppression with an improved contrast-to-noise ratio compared with conventional FLAIR and double inversion ...
Missing: Super- | Show results with:Super-
... improves the automated lesion segmentation on LR T2-W FLAIR. By effectively addressing the limitations of routinely acquired multi-slice MRI with low ...