Research Progress of Artificial Intelligence Image Analysis in Systemic Disease-Related Ophthalmopathy

Table 5

Summary of Behcet’s disease diagnosis model based on deep learning method.

Study	Task	Sample size	AI model	Output
The Standardization of Uveitis Nomenclature Working Group [46]	Detection and identification	966 patients	The machine learning method of multinomial logistic regression	The accuracy was 96.3% on the test set and 94.0% on the training set.
Guler and Ubeyli [47]	Detection	The Doppler signals of 106 subjects	A multilayer perceptron neural network model	The accuracy was 96.43% and 93.75%, respectively.