Building reliable radiomic models using image perturbation

Radiomic model reliability is a central premise for its clinical translation. Presently, it is assessed using test–retest or external data, which, unfortunately, is often scarce in reality. Therefore, we aimed to develop a novel image perturbation-based method (IPBM) for the first of its kind toward...

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Detalles Bibliográficos
Autores principales: Teng, Xinzhi, Zhang, Jiang, Zwanenburg, Alex, Sun, Jiachen, Huang, Yuhua, Lam, Saikit, Zhang, Yuanpeng, Li, Bing, Zhou, Ta, Xiao, Haonan, Liu, Chenyang, Li, Wen, Han, Xinyang, Ma, Zongrui, Li, Tian, Cai, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203573/
https://www.ncbi.nlm.nih.gov/pubmed/35710850
http://dx.doi.org/10.1038/s41598-022-14178-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203573/
https://www.ncbi.nlm.nih.gov/pubmed/35710850
http://dx.doi.org/10.1038/s41598-022-14178-x

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