Pathological diagnosis

Classification accuracy

Invasive carcinoma (%)

Noninvasive carcinoma (%)

Benign (%)

Invasive carcinoma (35)

91.4 (32/35)

2.9 (1/35)

5.7 (2/35)

Noninvasive carcinoma (16)

12.5 (2/16)

75.0 (12/16)

12.5 (2/16)

Benign (21)

9.5 (2/21)

4.8 (1/21)

85.7 (18/21)