Author

Li-Rong Wang

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Review Open access Aug 2026

Diagnostic Accuracy of Medical Imaging–Based Artificial Intelligence for Osteonecrosis of the Femoral Head: Systematic Review and Meta-Analysis

AI models demonstrate high diagnostic accuracy in imaging-based ONFH diagnosis, however, the current evidence is constrained by the limited number of included studies, predominantly retrospective designs, and a lack of adequate external validation, and should therefore be interpreted with caution.

FeiLong Lu, Li-Rong Wang, Wen-Bin Zhang et al. · Journal of Medical Internet... · 0 citations

#artificial intelligence Preprint Aug 2026

Explainable Uncertainty Estimation for Reliable Medical AI

The Expected Gradients Reconstruction Uncertainty Estimate (egRUE), which incorporates prediction explanations into its uncertainty computation and decomposes uncertainty into feature-wise contributions, and proves theoretical properties of egRUE and shows that it improves reliability and interpretability compared to e...

Li-Rong Wang, J. Duell, Xin-Ran Xu et al. · 0 citations