Automated grading of enlarged perivascular spaces in clinical imaging data of an acute stroke cohort using an interpretable, 3D deep learning framework

Enlarged perivascular spaces (EPVS), specifically in stroke patients, has been shown to strongly correlate with other measures of small vessel disease and cognitive impairment at 1 year follow-up. Typical grading of EPVS is often challenging and time consuming and is usually based on a subjective vi...

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Detalles Bibliográficos
Autores principales: Williamson, Brady J., Khandwala, Vivek, Wang, David, Maloney, Thomas, Sucharew, Heidi, Horn, Paul, Haverbusch, Mary, Alwell, Kathleen, Gangatirkar, Shantala, Mahammedi, Abdelkader, Wang, Lily L., Tomsick, Thomas, Gaskill-Shipley, Mary, Cornelius, Rebecca, Khatri, Pooja, Kissela, Brett, Vagal, Achala
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8764081/
https://www.ncbi.nlm.nih.gov/pubmed/35039524
http://dx.doi.org/10.1038/s41598-021-04287-4

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