Table 1 Baseline characteristics of the study cohort.

From: Hybrid deep learning models for the screening of Diabetic Macular Edema in optical coherence tomography volumes

 

Non-DME (N = 5188)

DME (N = 126)

p-value

Age, years, median (IQR)

65 (56–72)

68 (58–75)

0.01

Gender, females, n (%)

2129 (41.0)

41 (32.5)

0.06

Right eye, n (%)

2512 (48.4)

61 (48.4)

1

CV risk factors, n (%)

 Current smoker

960 (18.5)

17 (13.5)

0.15

 Hypertension

3305 (63.7)

88 (69.8)

0.16

 Dyslipidemia

3517 (67.8)

88 (69.8)

0.63

 Acute myocardial infarction

616 (11.9)

26 (20.6)

0.003

 Stroke

31 (0.60)

1 (0.79)

0.78

Type of diabetes, n (%):

 1

443 (8.57)

6 (4.76)

0.13

 2

4728 (91.4)

120 (95.2)

Duration of diabetes, n (%):

  ≤ 15 years

3710 (72.7)

67 (53.6)

 < 0.001

  > 15 years

1392 (27.3)

58 (46.4)

BCVA, Snellen decimal, n (%):

  ≤ 0.5

790 (15.2)

46 (36.5)

 < 0.001

 > 0.5

4398 (84.8)

80 (63.5)

Diabetic retinopathy, n (%)

 No abnormalities

4147 (80.0)

12 (9.52)

 < 0.001

 Mild non-proliferative

593 (11.4)

19 (15.1)

 Moderate non-proliferative

340 (6.56)

63 (50.0)

 Severe non-proliferative

18 (0.35)

19 (15.1)

 Proliferative*

26 (0.50)

12 (9.52)

 Ungradable

64 (1.23)

1 (0.79)

Other retinal pathologies, n (%):

 Age-related macular degeneration

175 (3.37)

1 (0.79)

0.13

 Severe myopia

33 (0.64)

 Epiretinal membranes

50 (0.96)

7 (5.56)

 < 0.001

Grade of DME, n (%):

Mild

77 (61.1)

 

Moderate

23 (18.3)

 

Severe

23 (18.3)

 

Not recorded

3 (2.38)

-

Pupil dilation, n (%)

662 (12.8)

29 (23.0)

0.001

Macular scars, n (%)

51 (0.98)

5 (3.97)

0.01

Corneal and vitreal opacities, n (%)

28 (0.54)

Scans with artifacts, n (%):

39 (0.75)

1 (0.79)

0.62

Screening visits, n (%):

1

3553 (68.5)

120 (95.2)

 < 0.001

2

1298 (25.0)

6 (4.76)

 < 0.001

3

309 (5.96)

4

28 (0.54)

OCT measurements, median (IQR)

Quality of image, TopQ

48.3 (42.0–53.8)

43.8 (37.9–49.9)

 < 0.001

Macular volume, mm3

7.45 (7.18–7.71)

7.89 (7.57–8.39)

 < 0.001

CST, µm

201.0 (184.0–224.0)

262.5 (218.0–316.0)

 < 0.001

Center macula, µm

237.8 (222.4–254.0)

284.8 (254.9–329.3)

 < 0.001

Temporal inner macula, µm

285.0 (273.5–295.9)

305.5 (285.3–331.6)

 < 0.001

Superior inner macula, µm

296.6 (284.9–307.9)

311.2 (295.5–334.4)

 < 0.001

Nasal inner macula, µm

298.9 (286.7–310.2)

315.9 (301.0–336.2)

 < 0.001

Inferior inner macula, µm

292.3 (280.3–304.4)

309.9 (291.4–337.1)

 < 0.001

Temporal outer macula, µm

244.2 (234.0–254.1)

259.2 (244.2–277.9)

 < 0.001

Superior outer macula, µm

254.9 (244.2–264.7)

266.0 (252.8–284.6)

 < 0.001

Nasal outer macula, µm

271.9 (260.5–282.6)

280.4 (270.1 –302.8)

 < 0.001

Inferior outer macula, µm

252.7 (242.1–263.5)

265.7 (252.8–286.5)

 < 0.001

  1. DME diabetic macular edema, IQR interquartile range, CV cardiovascular, BCVA best corrected visual acuity, OCT optical coherence tomography, CST central subfield thickness.
  2. *Includes proliferative and photocoagulated proliferative DR.