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Individualized Statistical Learning from Medical Image Databases: Application to Identification of Brain Lesions

This paper presents a method for capturing statistical variation of normal imaging phenotypes, with emphasis on brain structure. The method aims to estimate the statistical variation of a normative set of images from healthy individuals, and identify abnormalities as deviations from normality. A dir...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Erus, Guray, Zacharaki, Evangelia I., Davatzikos, Christos
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4001866/
https://ncbi.nlm.nih.gov/pubmed/24607564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2014.02.003
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