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Using multiparametric data with missing features for learning patterns of pathology

The paper presents a method for learning multimodal classifiers from datasets in which not all subjects have data from all modalities. Usually, subjects with a severe form of pathology are the ones failing to satisfactorily complete the study, especially when it consists of multiple imaging modaliti...

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Bibliografiske detaljer
Main Authors: Ingalhalikar, Madhura, Parker, William A., Bloy, Luke, Roberts, Timothy P.L., Verma, Ragini
Format: Artigo
Sprog:Inglês
Udgivet: 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4023481/
https://ncbi.nlm.nih.gov/pubmed/23286164
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