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

Table 7

Comparative study for the ICPR 2016 dataset.

ANA pattern	Description	Accuracy
Nigam et al. [28]	Texture features + SVM	0.7163
Wiliem et al. [29]	DCT features + SIFT + SVM	0.7491
Nosaka and Fukui [30]	LPB + SVM	0.7944
Xie et al. [31]	5 layers CNN	0.9676
This work	InceptionResNetV2	0.9836