Prediction models of breast cancer molecular subtypes based on multimodal ultrasound and clinical features

BMC Cancer

Table 5 Results of models in predicting molecular subtype of BRCA

Models	Accuracy	Precision	Recall	F1	AUC
Luminal A
Full Parameter	0.81	0.80	0.81	0.80	0.81
CUS	0.74	0.81	0.74	0.66	0.74
SWE	0.74	0.73	0.74	0.73	0.79
CEUS	0.77	0.77	0.77	0.74	0.77
Luminal B
Full Parameter	0.74	0.74	0.73	0.74	0.74
CUS	0.71	0.72	0.71	0.72	0.72
SWE	0.68	0.67	0.68	0.67	0.73
CEUS	0.71	0.74	0.71	0.68	0.71
HER2
Full Parameter	0.81	0.77	0.79	0.78	0.89
CUS	0.75	0.74	0.76	0.75	0.87
SWE	0.78	0.77	0.79	0.79	0.84
CEUS	0.76	0.76	0.77	0.77	0.76
TNBC
Full Parameter	0.87	0.80	0.87	0.81	0.78
CUS	0.87	0.77	0.87	0.81	0.75
SWE	0.87	0.76	0.87	0.81	0.74
CEUS	0.81	0.75	0.81	0.78	0.70

ISSN: 1471-2407