. 2020 Dec 14;28(4):772–781. doi: 10.1093/jamia/ocaa288

Table 2.

Area under the receiver-operating characteristic curve

Data representation	Phenotype	Median AUC	Top AUC	Literature	Phenotype	Median AUC	Top AUC	Literature
AVR	AD	0.869	0.872	NA	RA	0.962	0.963	0.933-0.961¹¹^,⁵⁸^,⁵⁹
SPM		0.863	0.875			0.970^a	0.970
SPM+AVR		0.883	0.886			0.970^a	0.971
tSPM		0.898^a	0.913^a			0.966	0.966
tSPM+AVR		0.851	0.857			0.964	0.972^a
AVR	AFIB	0.940	0.940	NA	Stroke	0.875	0.876	NA
SPM		0.941	0.942			0.880	0.881
SPM+AVR		0.942	0.942			0.887	0.894^a
tSPM		0.943^a	0.943^a			0.879^a	0.879
tSPM+AVR		0.940	0.941			0.876	0.877
AVR	CAD	0.976^a	0.976^a	0.896-0.93¹¹^,⁵⁸^,⁵⁹	T1DM	0.980	0.980	0.981⁵⁹
SPM		0.974	0.974			0.978	0.978
SPM+AVR		0.976^a	0.976^a			0.978	0.978
tSPM		0.975	0.975			0.993^a	0.993^a
tSPM+AVR		0.975	0.975			0.978	0.978
AVR	CHF	0.883	0.885	0.72-0.87⁹^,⁶⁰^,⁶¹	T2DM	0.936	0.936	0.9⁹^,⁵⁹
SPM		0.868	0.868			0.944	0.945
SPM+AVR		0.866	0.872			0.956^a	0.959^a
tSPM		0.898^a	0.901^a			0.926	0.926
tSPM+AVR		0.893	0.896			0.922	0.922
AVR	COPD	0.862	0.862	NA	UC	0.955	0.955	0.87-0.975⁹^,²⁰^,⁵⁸^,⁵⁹
SPM		0.866	0.867			0.953	0.953
SPM+AVR		0.864	0.866			0.951	0.953
tSPM		0.860	0.860			0.957^a	0.957^a
tSPM+AVR		0.871^a	0.872^a			0.953	0.953

AUC: area under the curve; AVR: aggregated vector representation; CAD: coronary artery disease; CHF: congestive heart failure; COPD: chronic obstructive pulmonary disease; NA: we were not able to find AUC ROC in the published literature; RA: rheumatoid arthritis; SPM: sequential pattern mining; T1DM: type 1 diabetes mellitus; T2DM: type 2 diabetes mellitus; tSPM: transitive sequential pattern mining; UC: ulcerative colitis.

Top within-phenotype performance.