Deep Convolutional Neural Network for Ulcer Recognition in Wireless Capsule Endoscopy: Experimental Feasibility and Optimization

Table 8

Recognition of ulcer with different sizes.

Model	Ulcer size
	<1%	1–2.5%	2.5–5%	>5%
ResNet-34(480)	81.44 ± 3.07	91.86 ± 1.40	94.16 ± 1.26	96.51 ± 1.43
HAnet-34(480)	82.37 ± 3.60	92.78 ± 1.33	95.40 ± 0.74	97.11 ± 1.11