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Robust Principal Component Analysis and Clustering Methods for Automated Classification of Tissue Response to ARFI Excitation

We introduce a new method for automatic classification of Acoustic Radiation Force Impulse (ARFI) displacement profiles using what have been termed ‘robust’ methods for principal component analysis (PCA) and clustering. Unlike classical approaches, the robust methods are less sensitive to high varia...

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Bibliografiske detaljer
Main Authors: Mauldin, F. William, Zhu, Hongtu, Behler, Russell H., Nichols, Timothy C., Gallippi, Caterina M.
Format: Artigo
Sprog:Inglês
Udgivet: 2007
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2288669/
https://ncbi.nlm.nih.gov/pubmed/17913334
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ultrasmedbio.2007.07.019
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