Multi-arm U-Net with dense input and skip connectivity for T2 lesion segmentation in clinical trials of multiple sclerosis

T2 lesion quantification plays a crucial role in monitoring disease progression and evaluating treatment response in multiple sclerosis (MS). We developed a 3D, multi-arm U-Net for T2 lesion segmentation, which was trained on a large, multicenter clinical trial dataset of relapsing MS. We investigat...

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Detalles Bibliográficos
Autores principales: Krishnan, Anitha Priya, Song, Zhuang, Clayton, David, Jia, Xiaoming, de Crespigny, Alex, Carano, Richard A. D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011580/
https://www.ncbi.nlm.nih.gov/pubmed/36914715
http://dx.doi.org/10.1038/s41598-023-31207-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011580/
https://www.ncbi.nlm.nih.gov/pubmed/36914715
http://dx.doi.org/10.1038/s41598-023-31207-5

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