Table 5.

Comparison of Prediction of Cardiovascular Parameters With Machine Learning With OCT-A, SIVA, and OCT-A + SIVA

	Reference	Compared Strategy	Estimate	Standard Error	Adjusted P Value
Naïve Bayes
Age
	OCT-A	OCT-A + SIVA	2.93	1.48	0.14
	SIVA	OCT-A + SIVA	−2.08	1.48	0.35
High blood pressure history
	OCT-A	OCT-A + SIVA	2.83	0.69	<0.01
	SIVA	OCT-A + SIVA	0.74	0.69	0.53
Hypercholesterolemia
	OCT-A	OCT-A + SIVA	−3.62	1.21	0.02
	SIVA	OCT-A + SIVA	−0.15	1.21	0.99
KNN
AHA risk score
	OCT-A	OCT-A + SIVA	1.14	1.19	0.61
	SIVA	OCT-A + SIVA	4.27	1.19	<0.01
SCORE risk
	OCT-A	OCT-A + SIVA	0.94	1.40	0.78
	SIVA	OCT-A + SIVA	−4.71	1.40	<0.01
Age
	OCT-A	OCT-A + SIVA	−0.2976	1.5351	0.98
	SIVA	OCT-A + SIVA	−4.3651	1.5351	0.02

OCT-A, optical coherence tomography angiography; SIVA, the Singapore “I” Vessel Assessment.