Optimizing Surgery Strategies in Stage IB Lung Squamous Cell Carcinoma: Insights from Interpretable Machine Learning

ABSTRACT Background Stage IB lung squamous‐cell carcinoma (LSCC) lacks individualized survival prediction tools. There's debate on adjuvant chemotherapy's benefit. This study aimed to develop an interpretable machine‐learning model for stage IB LSCC survival prediction and re‐evaluate post...

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Bibliographic Details

Published in:	Thoracic Cancer
Main Authors:	Qunzhe Ding, Chutong Lin, Yatsu Lam, Fuxin Guo, Shanwu Ma, Guangliang Qiang
Format:	Article
Language:	English
Published:	Wiley 2026-04-01
Subjects:	clinical decision support machine learning SHapley additive exPlanations squamous cell carcinoma of the lung survival prediction
Online Access:	https://doi.org/10.1111/1759-7714.70270