Multiparameter MRI-based model integrating radiomics and deep learning for preoperative staging of laryngeal squamous cell carcinoma

Multiparameter MRI-based model integrating radiomics and deep learning for preoperative staging of laryngeal squamous cell carcinoma

Abstract The accurate preoperative staging of laryngeal squamous cell carcinoma (LSCC) provides valuable guidance for clinical decision-making. The objective of this study was to establish a multiparametric MRI model using radiomics and deep learning (DL) to preoperatively distinguish between Stages...

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Bibliographic Details
Main Authors: Kai Xie, Huan Jiang, Xinwei Chen, Youquan Ning, Qiang Yu, Fajin Lv, Rui Liu, Yuan Zhou, Lin Xu, Qiang Yue, Juan Peng
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Multiparametric MRI
Laryngeal squamous cell carcinoma
Cancer staging
Radiomics
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-01270-1
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https://doi.org/10.1038/s41598-025-01270-1

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