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Open access Sep 2026

Development and internal validation of a machine-learning model for 3-year mortality after lung cancer resection: an online risk calculator and nomogram

Background Lung cancer remains a leading cause of cancer-related mortality, and postoperative risk stratification may support individualized surveillance after pulmonary resection. This study aimed to develop and internally validate an exploratory prediction model for 3-year postoperative mortality using routinely avai...

Chen Liu, Ya-Hui Wu, Jun Wang et al. · 0 citations
Open access Sep 2026

Machine learning-based prediction of lymph node metastasis in papillary thyroid carcinoma: an interpretable multidimensional model

Background Lymph node metastasis (LNM) is a prevalent feature in papillary thyroid carcinoma (PTC) that significantly influences surgical management and prognosis. Accurate identification of LNM risk is essential for optimizing adjuvant therapy and long-term surveillance strategies in clinical practice. Methods This re...

Xiao-Qin Yuan, Ya-Hui Wu, Yi-Xiang Xing et al. · 0 citations

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