Pretreatment CT Identification of Extranodal Extension in Laryngeal and Hypopharyngeal Cancers Using Deep Learning

Radiology 2026

View at publisher
Authors: Na Shen, Yirui Wang, Cheng Yan, Jian Wang, Dandan Zheng, Xuewei Wang, Dazhou Guo, Haoshen Li, Qinji Yu, Zi Li, Yuzhen Chen, Ke Yan
+7 more L. Lu, Xianghua Ye, Mengsu Zeng, Xianghong Huang, Tsung-Ying Ho, Fang Zhang, Dakai Jin
DOI: 10.1148/radiol.250332
Cited by: 2
References: 29

Abstract

A deep learning diagnostic tool, DeepENE, accurately detected extranodal extension on preoperative CT scans in patients with laryngeal and hypopharyngeal squamous cell cancer, outperforming head and neck cancer specialists.

Fields of Study & Subjects

Head and Neck Cancer Studies Radiomics and Machine Learning in Medical Imaging Esophageal Cancer Research and Treatment

Publication details

Journal / source
Radiology
Publisher
Radiological Society of North America (RSNA)
Volume
318
Issue
1
Pages
e250332–e250332
Publication date
1 January 2026
Language
EN