Review Article
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. |
|
|