Incorporating Topic Assignment Constraint and Topic Correlation Limitation into Clinical Goal Discovering for Clinical Pathway Mining

Table 1

The national clinical pathway of intracerebral hemorrhage released by the Ministry of Health of China.

Stage	Order
Stage 1; (Day 1)	Long-term medical order:
	(1) neurology nursing routine, (2) level I care,; (3) normal diet, (4) keep the bed, and (5) observing; vital signs
	Temporary medical order:
	(1) blood, urine, and stool routine examination; (2) hepatorenal function, electrolytes, blood glucose,; blood lipids, cardiac enzymes, coagulation function,; and infectious disease screening; (3) brain CT, chest; X-ray, and ECG; and (4) when necessary: brain MRI,; CTA, MRA, or DSA
Stage 2; (Day 2)	Long-term medical order:
	(1) neurology nursing routine, (2) level I care,; (3) normal diet, (4) keep the bed, (5) observing vital; signs, and (6) basic drugs
	Temporary medical order:
	(1) re-examination for abnormal laboratory values and (2) when necessary: re-examination CT
Stage 3; (Day 3)	Long-term medical order:
	(1) neurology nursing routine, (2) level I care,; (3) normal diet, (4) keep the bed, (5) observing vital; signs, and (6) basic drugs
	Temporary medical order:
	(1) re-examination for abnormal laboratory values
Stage 4; (Days 4–6)	Long-term medical order:
	(1) neurology nursing routine, (2) level II care,; (3) normal diet, (4) keep the bed, (5) observing vital; signs, and (6) basic drugs
	Temporary medical order:
	(1) re-examination for abnormal laboratory values; (2) re-examination for blood, kidney function,; blood glucose, and electrolytes; and (3) when; necessary: re-examination CT
Stage 5; (Days 7–13)	Long-term medical order:
	(1) neurology nursing routine, (2) level II-III care,; (3) normal diet, (4) observing vital signs, and; (5) basic drugs
	Temporary medical order:
	(1) re-examination for abnormal laboratory values; and (2) when necessary: DSA, CTA, and MRA
Stage 6; (Days 8–14)	Long-term medical order:
	(1) discharge with drugs