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Author

Fang-Rong He

2 papers indexed here

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Meta-analysis Oct 2026

Machine Learning, Radiomics, and Clinical Models Predicting Checkpoint Inhibitor Pneumonitis in Lung Cancer: A Systematic Review and Meta-analysis.

Checkpoint inhibitor pneumonitis (CIP) is a potentially fatal immune-related adverse event of immune checkpoint inhibitor (ICI) therapy in lung cancer, and many machine-learning (ML), computed tomography (CT) radiomics, deep-learning, and clinical models have been proposed to predict it. This systematic review searched...

Fang-Rong He, Gao-Feng Liu, H. Ye et al. · 0 citations
Open access Oct 2026

Machine learning-based predictive model for pulmonary hypertension risk stratification in chronic kidney disease: development, internal validation and temporal external validation

Among chronic kidney disease (CKD) patients referred for right heart catheterization (RHC) due to clinical suspicion of pulmonary hypertension (PH), PH is a highly prevalent complication and contributes to increased cardiac mortality. This study aimed to develop and validate a machine learning (ML)-based predicti...

Meng-Xing Chen, Yang Zhang, Li Fan et al. · 0 citations

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