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Anatomical Parts-Based Regression Using Non-Negative Matrix Factorization

Non-negative matrix factorization (NMF) is an excellent tool for unsupervised parts-based learning, but proves to be ineffective when parts of a whole follow a specific pattern. Analyzing such local changes is particularly important when studying anatomical transformations. We propose a supervised m...

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Detalhes bibliográficos
Main Authors: Joshi, Swapna, Karthikeyan, S., Manjunath, B.S., Grafton, Scott, Kiehl, Kent A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4059066/
https://ncbi.nlm.nih.gov/pubmed/24943130
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPR.2010.5540022
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