Image-Level Data Augmentation for Radiomics-Based Classification of Vital Versus Non-Vital Persistent Cervical Lymph Nodes After Chemoradiotherapy in HNSCC.
Simple Summary: After chemoradiotherapy for HNSCC, cervical lymph nodes persist despite treatment, yet only a subset harbor active tumors. Identifying vital from non-vital nodes on CT scans helps guide decisions. We developed a machine learning pipeline that extracts image features from CT scans and...
| Publicado en: | Cancers Vol. 18; no. 14; pp. 2293 - 2317 |
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| Autores principales: | , , , , , , |
| Formato: | diagnostic images equations & formulas research tables/charts Journal Article |
| Publicado: |
MDPI
Jul2026
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| Acceso en línea: | Ver este registro en EBSCOhost |