Annals of surgical oncology
CT-based Prediction of Visceral Pleural Invasion in Lung Adenocarcinoma ≤ 3 cm: Enhancing Deep Learning Specificity by Waiving Chest Wall Information.
De-Xiang Ou, Li-Wei Chen, Kuan-Yu Chen, Hao-Jen Wang, Shun-Mao Yang, Min-Shu Hsieh, Li-Chieh Chou, Chi-Fu Jeffrey Yang, Yeun-Chung Chang, Mong-Wei Lin, Chung-Ming Chen, Jin-Shing Chen
Published: 202610.1245/s10434-026-19102-5
Abstract
BACKGROUND: Accurate preoperative prediction of visceral pleural invasion (VPI) in lung adenocarcinoma is essential for guiding surgical decision-making. However, existing prediction models often sacrifice specificity when optimized for high sensitiv…
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