Development of a multi-feature-combined model: proof-of-concept with application to local failure prediction of post-SBRT or surgery early-stage NSCLC patients

OBJECTIVE: To develop a Multi-Feature-Combined (MFC) model for proof-of-concept in predicting local failure (LR) in NSCLC patients after surgery or SBRT using pre-treatment CT images. This MFC model combines handcrafted radiomic features, deep radiomic features, and patient demographic information i...

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Detalles Bibliográficos
Autores principales: Yang, Zhenyu, Wang, Chunhao, Wang, Yuqi, Lafata, Kyle J., Zhang, Haozhao, Ackerson, Bradley G., Kelsey, Christopher, Tong, Betty, Yin, Fang-Fang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534017/
https://www.ncbi.nlm.nih.gov/pubmed/37781201
http://dx.doi.org/10.3389/fonc.2023.1185771

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