A comparison of machine learning methods for radiomics modeling in prediction of occult lymph node metastasis in clinical stage IA lung adenocarcinoma patients

CONCLUSIONS: The superior performance of the combined model, based on XGB algorithm in predicting ONM in patients with clinical stage IA lung adenocarcinoma, might aid surgeons in deciding whether to conduct mediastinal LN dissection and contribute to improve patients' prognosis.PMID:38617761 | PMC:PMC11009592 | DOI:10.21037/jtd-23-1578
Source: Journal of Thoracic Disease - Category: Respiratory Medicine Authors: Source Type: research