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Optimization and validation of voxel size-related radiomics variability by combatting batch effect harmonization in pulmonary nodules: a phantom and clinical study

BACKGROUND: Broad generalization of radiomics-assisted models may be impeded by concerns about variability. This study aimed to evaluate the merit of combatting batch effect (ComBat) harmonization in reducing the variability of voxel size-related radiomics in both phantom and clinical study in compa...

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Detalles Bibliográficos
Autores principales:	Zhuo, Yaoyao, Shen, Jie, Zhan, Yi, Tian, Ye, Yu, Mingfeng, Yang, Shuyi, Ye, Peiyan, Fan, Li, Zhang, Zhiyong, Shan, Fei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AME Publishing Company 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10498235/ https://www.ncbi.nlm.nih.gov/pubmed/37711807 http://dx.doi.org/10.21037/qims-22-992

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