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...

Descripción completa

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

Internet

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

Ejemplares similares