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NigraNet: An automatic framework to assess nigral neuromelanin content in early Parkinson’s disease using convolutional neural network
BACKGROUND: Parkinson’s disease (PD) demonstrates neurodegenerative changes in the substantia nigra pars compacta (SNc) using neuromelanin-sensitive (NM)-MRI. As SNc manual segmentation is prone to substantial inter-individual variability across raters, development of a robust automatic segmentation...
Autores principales: | Gaurav, Rahul, Valabrègue, Romain, Yahia-Chérif, Lydia, Mangone, Graziella, Narayanan, Sridar, Arnulf, Isabelle, Vidailhet, Marie, Corvol, Jean-Christophe, Lehéricy, Stéphane |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668659/ https://www.ncbi.nlm.nih.gov/pubmed/36451356 http://dx.doi.org/10.1016/j.nicl.2022.103250 |
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