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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...
Αποθηκεύτηκε σε:
| Κύριοι συγγραφείς: | , , , , |
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| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2007
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| Θέματα: | |
| Διαθέσιμο Online: | 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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