Health & Medicinearticle2026-10-16

Multimodal Transformer Integrating CT and Pathology for Postoperative Risk Stratification in Stage I Non–Small Cell Lung Cancer

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Abstract

A biologically interpretable multimodal artificial intelligence framework outperformed guideline-based postoperative risk stratification for stage I non–small cell lung cancer and identified patients who would benefit from adjuvant therapy.

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View paper (DOI)Open access versionOpenAlexRadiology Imaging CancerPublished 2026-10-16

Authors: Liying Wang, Yu Zong, Xinyu Li, Hao Tang, Jingjiang Yao, Yang Cao, Yifeng Luo, Jianrui Li, Zhiyuan Sun, Wenhui Lv, 张爱凤, Z.‐G. Zhou, Xiaoqing Cheng, Long Jiang Zhang, Guangming Lu

Institutions: Central South University, Nanjing Medical University, Nanjing University, Second Affiliated Hospital of Nanjing Medical University, University of South China, Jiangsu University, Southeast University, Yixing People's Hospital, Chenzhou First People's Hospital, Changsha Medical University, Zhongda Hospital Southeast University, Nanjing General Hospital of Nanjing Military Command