Prediction of chemotherapeutic response in bladder cancer using k-means clustering of DCE-MRI pharmacokinetic parameters

PURPOSE: To apply k-means clustering of two pharmacokinetic parameters derived from 3T DCE-MRI to predict chemotherapeutic response in bladder cancer at the mid-cycle time-point. MATERIALS AND METHODS: With the pre-determined number of 3 clusters, k-means clustering was performed on non-dimensionali...

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Detalhes bibliográficos
Publicado no:J Magn Reson Imaging
Main Authors: Nguyen, Huyen T., Jia, Guang, Shah, Zarine K., Pohar, Kamal, Mortazavi, Amir, Zynger, Debra L., Wei, Lai, Yang, Xiangyu, Clark, Daniel, Knopp, Michael V.
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4298475/
https://ncbi.nlm.nih.gov/pubmed/24943272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jmri.24663
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