Study developed a risk prediction model for malignant transformation in gallbladder polyps, suggesting improved clinical management.
This study developed and validated a risk prediction model for malignant transformation in patients with GBPs. The model demonstrated favorable discrimination, calibration, accuracy, and clinical applicability. Integration with SHAP technology may assist clinicians in optimizing treatment and management strategies.
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Luo et al. (2026) studied this question.
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