Research Article

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

Table 5

Precision, recall, and F1 score obtained by FUS + ECLF.

ANA patternPrecisionRecallF1 score

Centromere0.97970.97970.9797
Golgi0.98720.90940.9467
Homogeneous0.95470.97080.9627
Nucleolar0.98970.96960.9795
NuMem0.94410.95310.9486
Speckled0.94560.95960.9540