Table 4 Anatomical classification of the training image set and validation image set.

From: Automatic anatomical classification of esophagogastroduodenoscopy images using deep convolutional neural networks

Main category

Sub category

Training set (n) (%)

Validation set (n) (%)

Larynx

 

663 (2)

363 (2)

Esophagus

Upper, middle part

1,460 (5)

2,142 (13)

Lower part

1,792 (7)

Upper stomach

Cardia

1,830 (7)

3,532 (21)

Upper body

3,649 (13)

Middle stomach

Angle

2,247 (8)

6,379 (37)

Middle body

4,937 (18)

Lower stomach

Antrum

2,517 (9)

3,137 (18)

Pylorus

3,012 (11)

Lower body

2,010 (7)

Duodenum

Bulbs

1,578 (6)

1,528 (9)

Second portion

1,640 (6)

Total

 

27,335 (100)

17,081 (100)