Texture analysis of iodine maps and conventional images for k-nearest neighbor classification of benign and metastatic lung nodules
Abstract Background The purpose of this study was to analyze if the use of texture analysis on spectral detector CT (SDCT)-derived iodine maps (IM) in addition to conventional images (CI) improves lung nodule differentiation, when being applied to a k-nearest neighbor (KNN) classifier. Methods 183 c...
Main Authors: | , , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
BMC
2021-01-01
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Series: | Cancer Imaging |
Subjects: | |
Online Access: | https://doi.org/10.1186/s40644-020-00374-3 |