SHIVA-CMB: a deep-learning-based robust cerebral microbleed segmentation tool trained on multi-source T2*GRE- and susceptibility-weighted MRI.
Tsuchida A, Goubet M, Boutinaud P, Astafeva I, Nozais V, Hervé PY, Tourdias T, Debette S, Joliot M.
Tsuchida A, et al.
Sci Rep. 2024 Dec 28;14(1):30901. doi: 10.1038/s41598-024-81870-5.
Sci Rep. 2024.
PMID: 39730628
Free PMC article.
Yet, the lack of open sharing of pre-trained models hampers the practical application and evaluation of these methods beyond specific data sources used in each study. Here, we present the SHIVA-CMB detector, a 3D Unet-based tool trained on 450 scans taken from seven acquis …
Yet, the lack of open sharing of pre-trained models hampers the practical application and evaluation of these methods beyond specific data s …