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Comparative study on predicting postoperative distant metastasis of lung cancer based on machine learning models | Synapse
March 3, 2026
Open Access
Comparative study on predicting postoperative distant metastasis of lung cancer based on machine learning models
XG
Xi Guo
TX
Tingting Xu
YL
Yu Luo
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Puntos clave
Predictive models successfully identify the risk of distant metastasis after lung cancer surgery,
Machine learning techniques indicate significant predictive accuracy with over 80% sensitivity and specificity,
Analysis involves comparative evaluation of various machine learning models on clinical datasets,
This approach may enable tailored postoperative monitoring strategies; further validation needed.
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Guo et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75d09c6e9836116a26713
https://doi.org/https://doi.org/10.1038/s41598-026-37113-w
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