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

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...

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Bibliographic Details
Main Authors: Linmei Zhang, Enzhao Zhu, Jiaying Shi, Xiao Wu, Shaokang Cao, Sining Huang, Zisheng Ai, Jiansheng Su
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Medicine
Subjects:
head and neck squamous cell carcinoma
chemoradiotherapy
deep learning
causal inference
precise medicine
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2024.1478842/full
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