Artificial intelligence in chorioretinal pathology through fundoscopy: a comprehensive review

Table 7 Classification of Stages in a pathology with fundus

Algorithm	Number of Articles	Results*	Groups
CNN	8	AUC: 0.96	Alyoubi et al., Burlina et al. (a), Burlina et al. (b), Campbell et al., Heo et al., Peng et al., Shaban et al., Wan et al.
		Acc: 0.82
		Sens: 0.88
		Spec: 0.95
ML/Multimodal**	4	AUC:	Akbar et al., Grassman et al., Hosoda et al., Murugeswari and Sukanesh
		Acc: 0.93
		Sens:
		Spec:

*Average values across articles **ML algorithm(s) or combined use of ML and DL AUC, area under curve. Acc, accuracy. Sens, sensitivity. Spec, specificity

ISSN: 2056-9920