Table 1 Image-based evaluation results of AI-doscopist using training scheme d.

From: AI-doscopist: a real-time deep-learning-based algorithm for localising polyps in colonoscopy videos with edge computing devices

Dataset

No. of polyp images

No. of non-lesion images

True-positives

False-negatives

True-negatives

False-positives

Image-based sensitivity

Image-based specificity

Dataset A

4313

13,261

3106

1207

12,880

480

72.0%

97.1%

Dataset B

65,958

3,603,892

47,877

18,082

3,363,076

277,407

72.6%

93.3%

Dataset B.1

65,958

N/A

47,877

18,082

N/A

N/A

72.6%

N/A

Dataset B.2

N/A

69,157

N/A

N/A

72,238

3514

N/A

95.7%

Back to article page