Figure 5 - uploaded by Qingyu Chen
Content may be subject to copyright.
F1-score class difference (AREDS vs AREDS2). For example, the CNN model had 17.96% lower F1-score on class 4 compared AREDS to AREDS2.
Source publication
Age-related Macular Degeneration (AMD) is a leading cause of blindness. Although the Age-Related Eye Disease Study group previously developed a 9-step AMD severity scale for manual classification of AMD severity from color fundus images, manual grading of images is time-consuming and expensive. Built on our previous work DeepSeeNet, we developed a...
Context in source publication
Context 1
... the Multi-task model and the CNN model, we analyzed the differences in F1-score, Kappa, and accuracy (separately for each class) between the AREDS and AREDS2 datasets ( Figure 5). Here, we selected steps 4-9 for statistical analysis, because these scores had more than 50 instances in each dataset. ...
Similar publications
Age-related Macular Degeneration (AMD) is a leading cause of blindness. Although the Age-Related Eye Disease Study group previously developed a 9-step AMD severity scale for manual classification of AMD severity from color fundus images, manual grading of images is time-consuming and expensive. Built on our previous work DeepSeeNet, we developed a...
