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Acquisition-invariant brain MRI segmentation with informative uncertainties

Combining multi-site data can strengthen and uncover trends, but is a task that is marred by the influence of site-specific covariates that can bias the data and, therefore, any downstream analyses. Post-hoc multi-site correction methods exist but have strong assumptions that often do not hold in re...

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Bibliographische Detailangaben
Veröffentlicht in:Med Image Anal
Hauptverfasser: Borges, Pedro, Shaw, Richard, Varsavsky, Thomas, Klaser, Kerstin, Thomas, David, Drobnjak, Ivana, Ourselin, Sebastien, Cardoso, M. Jorge
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2024
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7617170/
https://ncbi.nlm.nih.gov/pubmed/38104403
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2023.103058
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