18th International Symposium on Medical Information Processing and Analysis 2023
DOI: 10.1117/12.2670362
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Can incomplete silver standard labels improve performance of DTI-based volumetric segmentation of the corpus callosum?

Abstract: Corpus Callosum (CC) segmentation is required when the analysis from this structure is desirable. Many of these studies require the CC segmentation on diffusion tensor images (DTI). However, few methods perform segmentation directly in the DTI. Segmenting on DTI makes it possible to disregard the registration step after segmenting on T1 images. This work studies the possibility of improving automated segmentation of the CC using silver standard annotations. With incomplete silver standard annotations, limited … Show more

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