Automatic Segmentation and Classification for Antinuclear Antibody Images Based on Deep Learning

Table 6

Precision, recall, and F1 score obtained by InceptionResNetV2.

ANA pattern	Precision	Recall	F1 score
Centromere	0.9918	0.9858	0.9888
Golgi	0.9839	0.9646	0.9742
Homogeneous	0.9865	0.9843	0.9854
Nucleolar	0.9874	0.9937	0.9905
NuMem	0.9758	0.9862	0.9810
Speckled	0.9773	0.9754	0.9763