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. 2024 Feb 20;22:185. doi: 10.1186/s12967-024-05005-0

Table 3.

Accuracy summary of external validation for prediction model in clinical application scenario

Clinical scenarios Model developer Model feature Training set External verification set PMID
Optimal model accuracy (%) Optimal model AUC Optimal model accuracy (%) Optimal model AUC
Predicting pathological complete response after neoadjuvant chemoradiotherapy in LARC Wei et al Clinical-Imaging 99.8 1.0 86.3 0.872 36355199
Defeudis et al Imaging 83 0.90 68 0.61 35501512
Bordron et al Imaging 90 0.95 85.5 0.81 35205826
Huang et al Clinical 87 0.79 86 0.81 32724164
Guo et al Gene pairs 92.86 0.95 90.91 0.91 29402470

LARC locally advanced rectal cancer