# Deep Multi-Task Retinal Image Analysis


## Main results (AV)

```json
{
    "arteries": {
        "Specificity": 0.9937366247177124,
        "Threshold": 0.5,
        "Accuracy": 0.9726619720458984,
        "ROC-AUC": 0.9760925668554317,
        "Sensitivity": 0.622165322303772
    },
    "veins": {
        "Specificity": 0.9910030364990234,
        "Threshold": 0.5,
        "Accuracy": 0.9715782403945923,
        "ROC-AUC": 0.978124674114077,
        "Sensitivity": 0.7053566575050354
    },
    "vessels": {
        "Specificity": 0.9885696768760681,
        "Threshold": 0.5,
        "Accuracy": 0.9596068263053894,
        "ROC-AUC": 0.9810698561294737,
        "Sensitivity": 0.7523970007896423
    }
}
```