Computer-Assisted Diagnosis for Diabetic Retinopathy Based on Fundus Images Using Deep Convolutional Neural Network

Table 7

Differences between Tables 5 and 6.

Determined lesion	Ground-truth lesion
	SVM-network 1					SVM-network 2
	0	1	2	3	4	0	1	2	3	4
0	+420	−460	−848	−31	−80	+310	0	−104	−43	+2
1	+194	+393	+164	+1	0	−15	+96	+59	0	−2
2	+231	+70	+648	−37	+1	−220	−90	+197	+81	+48
3	+3	0	+45	+76	+21	+1	−1	−123	−78	−62
4	+3	−3	+45	+76	+58	−65	−5	−28	+4	+14
Accuracy increment (%)	−1.08	89.77	12.80	22.88	10.52	0.78	13.05	3.69	−16.03	2.3
Overall accuracy increment (%)	1.6					1.16