Table 2 Performance metrics of the proposed model based on the unseen dataset.

From: Transfer learning of pre-treatment quantitative ultrasound multi-parametric images for the prediction of breast cancer response to neoadjuvant chemotherapy

QUS

Patient

Precision (%)

Recall (%)

F1-score (%)

Balanced accuracy (%)

ASD

NR

75

43

55

70

RR

87

96

92

 

AAC

NR

100

57

73

79

RR

90

100

95

 

MBF

NR

80

57

67

77

RR

90

96

93

 

SS

NR

100

71

83

86

RR

93

100

97

 

SI

NR

60

43

50

68

RR

87

93

90

 
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