Construction of a knowledge graph for diabetes complications from expert-reviewed clinical evidences

Figures & data

Figure 1. Flowchart of knowledge graph construction.

Figure 2. Knowledge graph for DM complication. (Gray nodes: life style risk factors; yellow nodes: DM complications.)

Figure 3. Visualization of personalized prediction results in the knowledge graph (a, b, c, d represented the four test cases in Table 1).

Table 1. Risk score predicted using the constructed model in four test cases.

T	S	WLS	M	LD	LDUT	AFBG	DC	AGH	BSC	HP	RS
a	F	Yes	Yes	Yes	<3year	Yes	5–9	No	Yes	No	0.469
b	F	No	No	Yes	<3year	Yes	5–9	No	No	No	1.496
c	F	Yes	Yes	No	0	Yes	5–9	Yes	No	Yes	1.935
d	M	Yes	No	No	0	Yes	>20	Yes	No	Yes	2.824

T: test case; S: sex; WLS: weight loss surgery; M: myopia; LD: lipid-lowering drug LDUT: lipid-lowering drug use time AFBG: abnormal fasting blood glucose; DC: DM course; AGH: abnormal glycated hemoglobin; RS: risk score; HP: hypertension; BSC: blood sugar control.