Table 1 Clinicopathological characteristics of lesions in the validation set.

From: Development of a real-time endoscopic image diagnosis support system using deep learning technology in colonoscopy

 

Still image

Video image

Number of images or videos validated

4,840 images

77 videos

Number of endoscopists, n

15

14

Number of lesions (images or videos)

752 (702)

56 (45)

Location of lesions

Right-sided colon

351 (47%)

33 (59%)

Left-sided colon

254 (34%)

20 (36%)

Rectum

147 (19%)

3 (5%)

Size of lesions, mm, median, IQR

5 (4–10)

4 (3–5)

Morphological type, n (%)

Polypoid

638 (85%)

12 (21%)

Slightly elevated and depressed

114 (15%)

44 (79%)

Pathological diagnosis, n (%)

Hyperplastic polyp

23 (3%)

3 (5%)

Sessile serrated adenoma/polyp

40 (5%)

3 (5%)

Traditional serrated adenoma

9 (1%)

0

Low-grade adenoma/dysplasia

441 (59%)

47 (84%)

High-grade adenoma/dysplasia

214 (28%)

2 (4%)

Submucosal invasive cancer

25 (3%)

1 (2%)

  1. IQR, interquartile range.
  2. Right-sided colon includes cecum, ascending colon and transverse colon; Left-sided colon includes descending colon and sigmoid colon; Rectum includes rectsgmoid colon, upper rectum and lower rectum.
  3. Polypoid type includes 0-Is, Isp, Ip, granular type laterally spreading tumor (LST-G) nodular mixed type; Slightly elevated and depressed includes 0-IIa, IIc, LST-G homogenous type and non-granular type LST (LST-NG).