ResearchBenchmarksNAFLD prediction on Internal n=438 (test)NAFLD prediction on Internal n=438 (test)Follow91.2AUROCLIVERRISK80.883.586.288.9May 31, 2026Evaluation resultsMethodMethodLinksAUROCAUPRCBrier ScoreECELIVERRISK2026.0591.288.70.1480.023XGBoost2026.0590.487.80.1530.029DNN2026.0589.386.40.1590.041TabNet2026.0588.985.80.1630.038SVM-RBF2026.0587.383.90.1720.027LR2026.0584.580.80.1850.033k-NN2026.0581.277.30.2040.058