Ground-Glass Lung Nodules Recognition Based on CatBoost Feature Selection and Stacking Ensemble Learning

Author:

Miao Jun,Chang Yiru,Chen Chen,Zhang Maoxuan,Liu Yan,Qi Honggang,Guo Zhijun,Xu Qian

Publisher

Springer Science and Business Media LLC

Reference25 articles.

1. AGGARWAL P, VIG R, SARDANA H K. Semantic and content-based medical image retrieval for lung cancer diagnosis with the inclusion of expert knowledge and proven pathology [C]//2013 IEEE Second International Conference on Image Information Processing. Shimla: IEEE, 2013: 346–351.

2. WANG X, MA D. Advances in computer-aided diagnosis in pulmonary nodules [J]. Chinese Journal of Radiology, 2006, 40(4): 443–445 (in Chinese).

3. GAO L, YU X X, KANG B, et al. Predictive value of CT-based radiomics nomogram for the invasiveness of lung pure ground-glass nodules [J]. Journal of Shandong University (Health Science), 2022, 60(5): 87–97 (in Chinese).

4. WAN H Y, LI J, WANG B, et al. Establishment of prediction model for isolated pulmonary benign or malignant nodule by Bayesian network [J]. Journal of Chinese Oncology, 2022, 28(5): 380–384 (in Chinese).

5. CAI J H, DUAN S F, YUAN H, et al. Machinelearning in differentiating pulmonary invasive adenocarcinoma from non-invasive adenocarcinoma manifested as pure ground-glass nodule [J]. Chinese Journal of Medical Imaging Technology, 2020, 36(3): 405–410 (in Chinese).

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