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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...

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Detalles Bibliográficos
Autores principales: Gaurav, Rahul, Valabrègue, Romain, Yahia-Chérif, Lydia, Mangone, Graziella, Narayanan, Sridar, Arnulf, Isabelle, Vidailhet, Marie, Corvol, Jean-Christophe, Lehéricy, Stéphane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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