Table 9.

Selected studies using image-based ML analysis for diagnosis of aortic and coronary atherosclerosis.

Publication	Modality	Biomarker	ML technique	Diagnostic	Sample size	Performance
(66)	CT	Radiomics	N/A	ATH	60	AUC = 0.91
(67)	CT	Deep Learning	CNN	ATH	163	ACC = 0.80
(65)	CT	Radiomics	DT	ATH	164	ACC = 0.86
(17)	CT	Deep Learning	CNN	ATH	250	ACC = 0.72
(64)	CT	Conventional	CL	ATH	615	ACC = 0.74
(30)	CT	Conventional	CL	ATH	249	ACC = 0.83