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Individualized treatment recommendations for patients with locally advanced head and neck squamous cell carcinoma utilizing deep learning

BackgroundThe conventional treatment for locally advanced head and neck squamous cell carcinoma (LA-HNSCC) is surgery; however, the efficacy of definitive chemoradiotherapy (CRT) remains controversial.ObjectiveThis study aimed to evaluate the ability of deep learning (DL) models to identify patients...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Linmei Zhang, Enzhao Zhu, Jiaying Shi, Xiao Wu, Shaokang Cao, Sining Huang, Zisheng Ai, Jiansheng Su
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2025-01-01
Schriftenreihe:Frontiers in Medicine
Schlagworte:
head and neck squamous cell carcinoma
chemoradiotherapy
deep learning
causal inference
precise medicine
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fmed.2024.1478842/full
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