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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