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Estimating uncertainty in read‐out patterns: Application to controls‐based denoising and voxel‐based morphometry patterns in neurodegenerative and neuropsychiatric diseases

Quantifying pathology‐related patterns in patient data with pattern expression score (PES) is a standard approach in medical image analysis. In order to estimate the PES error, we here propose to express the uncertainty contained in read‐out patterns in terms of the expected squared Euclidean distan...

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Detalles Bibliográficos
Autores principales: Blum, Dominik, Hepp, Tobias, Belov, Valdimir, Goya‐Maldonado, Roberto, la Fougère, Christian, Reimold, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10089107/
https://www.ncbi.nlm.nih.gov/pubmed/36947555
http://dx.doi.org/10.1002/hbm.26246