Deep learning assisted quantitative assessment of histopathological markers of Alzheimer’s disease and cerebral amyloid angiopathy

Deep learning assisted quantitative assessment of histopathological markers of Alzheimer’s disease and cerebral amyloid angiopathy

Abstract Traditionally, analysis of neuropathological markers in neurodegenerative diseases has relied on visual assessments of stained sections. Resulting semiquantitative scores often vary between individual raters and research centers, limiting statistical approaches. To overcome these issues, we...

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Bibliographic Details
Main Authors: Valentina Perosa, Ashley A. Scherlek, Mariel G. Kozberg, Lindsey Smith, Thomas Westerling-Bui, Corinne A. Auger, Serge Vasylechko, Steven M. Greenberg, Susanne J. van Veluw
Format: Article
Language:English
Published: BMC 2021-08-01
Series:Acta Neuropathologica Communications
Subjects:
Alzheimer’s disease
Artificial intelligence
Cerebral amyloid angiopathy
Deep learning
Histopathology
Online Access:https://doi.org/10.1186/s40478-021-01235-1

Internet

https://doi.org/10.1186/s40478-021-01235-1

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