Advances in biomarkers and techniques for pancreatic cancer diagnosis

Table 4 Applications of AI in the diagnosis of pancreatic cancer

Study	Diagnostic methods	AI emulator	Diagnostic power
Study	Diagnostic methods	AI emulator	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

ISSN: 1475-2867