Table 1 Study dataset patient demographics and characteristics.

From: Deep learning for gradability classification of handheld, non-mydriatic retinal images

Variable

N (%) or mean (SD)

Age

Years

56 (11)

Gendera

Male

685 (48.0)

Female

743 (52.0)

Eye

Right

708 (49.5)

Left

723 (50.5)

Smoking statusb

Non-smoker

1,289 (90.1)

Current or former smoker

141 (9.9)

Diabetic statusb

(Self-reported)

Unsure

363 (25.4)

No

330 (23.1)

Yes

737 (51.5)

HbA1Cc

%

7.8 (2.2)

Significant cataract in either eye

Yes

112 (7.8)

Cataract surgery in either eye

Yes

124 (8.7)

Right eye DR grade

No DR graded

24 (3.4)

Non-referable DRe

651 (91.9)

Referable DRf

33 (4.7)

Left eye DR Grade

No DR graded

93 (12.9)

Non-referable DRe

600 (83.0)

Referable DRf

30 (4.1)

  1. SD Standard deviation, DR Diabetic retinopathy.
  2. a3 missing gender values.
  3. b1 missing value for smoking and diabetic status respectively.
  4. c23 missing HbA1C values.
  5. dPatient eyes with ungradable images only hence there is no DR grade.
  6. eIncludes no DR, mild DR and stable treated proliferative DR.
  7. fIncludes moderate non-proliferative DR, severe non-proliferative DR and proliferative DR.