Table 1 Characteristics of the development, internal test, and external test datasets.

From: DeepQuality improves infant retinopathy screening

 

Development dataset (N = 15,998)

Internal test dataset (N = 4001)

External test dataset (N = 12,753)

Inter-grader consistency

LZH

LYH

QLH

GQ

PQ

GQ

PQ

GQ

PQ

GQ

PQ

GQ

PQ

 

Posterior (N = 5986)

           

Illumination, macula

2187

584

542

151

761

216

585

247

582

131

0.962

Illumination, optic disc

2599

172

650

43

863

114

711

121

671

42

0.945

Illumination, remaining retina

2488

283

613

80

928

49

763

69

688

25

0.943

Clarity, macula

2265

506

572

121

734

243

582

250

548

165

0.868

Clarity, optic disc

2411

360

597

96

743

234

602

230

522

191

0.870

Clarity, remaining retina

2168

603

525

168

646

331

589

243

475

238

0.875

Peripheral (N = 26,766)

           

Integrity, whole retina

10,425

2802

2607

701

2785

1066

2281

791

2607

701

0.970

Illumination, whole retina

11,226

2001

2881

427

3311

540

2809

263

2881

427

0.960

Clarity, whole retina

8186

5041

2047

1261

1870

1981

1592

1480

2047

1261

0.874

  1. N number, w week, g gram, GQ good quality, PQ poor quality.