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Incorporating priors on expert performance parameters for segmentation validation and label fusion: a maximum a posteriori STAPLE

In order to evaluate the quality of segmentations of an image and assess intra- and inter-expert variability in segmentation performance, an Expectation Maximization (EM) algorithm for Simultaneous Truth And Performance Level Estimation (STAPLE) was recently developed. This algorithm, originally pre...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Commowick, Olivier, Warfield, Simon K
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3079852/
https://ncbi.nlm.nih.gov/pubmed/20879379
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