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An Ensemble Method for Classifying Regional Disease Patterns of Diffuse Interstitial Lung Disease Using HRCT Images from Different Vendors

We propose the use of ensemble classifiers to overcome inter-scanner variations in the differentiation of regional disease patterns in high-resolution computed tomography (HRCT) images of diffuse interstitial lung disease patients obtained from different scanners. A total of 600 rectangular 20 × 20-...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Jun, Sanghoon, Kim, Namkug, Seo, Joon Beom, Lee, Young Kyung, Lynch, David A.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5681462/
https://ncbi.nlm.nih.gov/pubmed/28224381
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-017-9957-6
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