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Table 4 Applications of AI in the diagnosis of pancreatic cancer

From: Advances in biomarkers and techniques for pancreatic cancer diagnosis

Study Diagnostic methods AI emulator Diagnostic power
Accuracy (%) Sensitivity (%) Specificity (%) AUC
Liu et al CT CNN     0.96
Gao et al MRI CNN     0.90
Das et al EUS ANN 93.0 92.0   0.93
Yang et al Biomarkers ANN     0.91
Li et al PET-CT SVF-RF + DT-PCA 95.2 97.5 96.5  
Zhu et al EUS SVM 91.6 95.0 94.2  
Momeni et al EUS-FNA MNN   80