Table 4.

Results of Test Slides from the Combined Object Detection and Classification Pipeline

Predictions from object detection, n	Fraction of diseased blood vessels located	Diseased recall on object detection outputs	Overall diseased recall	Healthy recall on object detection outputs	Overall diseased precision
28,834	0.95	0.92	0.87	0.91	0.19
16,663	0.94	0.92	0.86	0.91	0.29
12,400	0.92	0.92	0.85	0.91	0.35
6574	0.9	0.92	0.83	0.92	0.53
5028	0.86	0.93	0.80	0.92	0.58
4228	0.8	0.93	0.74	0.92	0.61
3660	0.77	0.93	0.72	0.92	0.64