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Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson’s disease using neuromelanin-sensitive MRI

PURPOSE: Development and performance measurement of a fully automated pipeline that localizes and segments the locus coeruleus in so-called neuromelanin-sensitive magnetic resonance imaging data for the derivation of quantitative biomarkers of neurodegenerative diseases such as Alzheimer’s disease a...

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Detalles Bibliográficos
Autores principales: Dünnwald, Max, Ernst, Philipp, Düzel, Emrah, Tönnies, Klaus, Betts, Matthew J., Oeltze-Jafra, Steffen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8616874/
https://www.ncbi.nlm.nih.gov/pubmed/34797512
http://dx.doi.org/10.1007/s11548-021-02528-5