Table 2 Performance evaluation of the HIDEEP per the size of unlabeled datasets (AUROC).

No.	Disease	AUROC
No.	Disease	1 times	3 times	5 times	7 times	10 times
1	Acute Kidney Injury	0.92	0.95	0.95	0.96	0.94
2	Angina Pectoris	0.87	0.87	0.87	0.87	0.87
3	Atrial Fibrillation	0.77	0.76	0.76	0.78	0.77
4	Breast Neoplasms	0.81	0.80	0.80	0.76	0.79
5	Colonic Neoplasms	0.89	0.91	0.90	0.87	0.90
6	Diabetes Mellitus, Type 2	0.76	0.73	0.76	0.74	0.74
7	Diabetic Nephropathies	0.84	0.87	0.88	0.89	0.86
8	Heart Failure	0.95	0.94	0.92	0.93	0.93
9	Hyperalgesia	0.91	0.95	0.93	0.94	0.93
10	Hyperglycemia	0.96	0.98	0.98	0.98	0.97
11	Hypertension	0.85	0.87	0.89	0.88	0.87
12	Hypotension	0.92	0.92	0.91	0.91	0.93
13	Lung Neoplasms	0.89	0.93	0.92	0.95	0.95
14	Myocardial Infarction	0.91	0.91	0.91	0.90	0.92
15	Ovarian Neoplasms	0.94	0.98	0.97	0.96	0.98
16	Postoperative Complications	0.92	0.94	0.92	0.92	0.90
17	Prostatic Neoplasms	0.93	0.86	0.85	0.85	0.86
18	Seizures	0.84	0.83	0.83	0.82	0.83
19	Tachycardia	0.93	0.90	0.91	0.90	0.91
20	Venous Thromboembolism	0.91	0.93	0.90	0.91	0.89
	Average	0.89	0.89	0.89	0.89	0.89

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