The impact of the combat method on radiomics feature compensation and analysis of scanners from different manufacturers
Background: This study investigated whether the Combat compensation method can remove the variability of radiomic features extracted from different scanners, while also examining its impact on the subsequent predictive performance of machine learning models. Materials and methods: 135 CT images of C...
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Main Authors: | Zhang, Xiaolei, Iqbal bin Saripan, M., Wu, Yanjun, Wang, Zhongxiao, Wen, Dong, Cao, Zhendong, Wang, Bingzhen, Xu, Shiqi, Liu, Yanli, Marhaban, Mohammad Hamiruce, Dong, Xianling |
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Format: | Article |
Language: | English |
Published: |
BioMed Central
2024
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Online Access: | http://psasir.upm.edu.my/id/eprint/113473/1/113473.pdf http://psasir.upm.edu.my/id/eprint/113473/ https://bmcmedimaging.biomedcentral.com/articles/10.1186/s12880-024-01306-4 |
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