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10 December 2021: Clinical Research

Development and Validation of a Random Forest Risk Prediction Pneumothorax Model in Percutaneous Transthoracic Needle Biopsy

Hong Lin Wu 1ABCDEF , Gao Wu Yan 2ADF , Li Cheng Lei 3BC , Yong Du 4AD , Xiang Ke Niu 1DF , Tao Peng 1FG*

DOI: 10.12659/MSM.932137

Med Sci Monit 2021; 27:e932137

Figure 3 Feature selection. (A) Ranking of important risk factors for the prediction of pneumothorax. (B) Predictive performance (AUCs) of the RF models at each number of risk factors in the development data and the external validation date.

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Medical Science Monitor eISSN: 1643-3750
Medical Science Monitor eISSN: 1643-3750