Table 1 Classification matrices describing the performances on BAF images of human-based methods on both unprocessed (UP) and processed (P) images and CNN-based methods on both UP and P images.

From: Deep learning to distinguish Best vitelliform macular dystrophy (BVMD) from adult-onset vitelliform macular degeneration (AVMD)

BAF images

 

UP human-based

Positive

Negative

Ground truth

Positive

45

24

Negative

19

38

  

P human-based

Positive

Negative

Ground truth

Positive

54

15

Negative

11

46

  

UP CNN-based

Positive

Negative

Ground truth

Positive

60

9

Negative

7

50

  

P CNN-based

Positive

Negative

Ground truth

Positive

62

7

Negative

6

51

  1. BAF blue autofluorescence, CNN convolutional neural network.
Back to article page