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Published at December 6

ColonNet: A Hybrid Of DenseNet121 And U-NET Model For Detection And Segmentation Of GI Bleeding

eess.IV

cs.CV

cs.LG

Released Date: December 6, 2024

Authors: Ayushman Singh¹, Sharad Prakash¹, Aniket Das¹, Nidhi Kushwaha¹

Aff.: ¹IIIT Ranchi, India

Arxiv: http://arxiv.org/pdf/2412.05216v1

Refer to caption

Metric		Test Dataset 1	Test Dataset 2
Classification	Accuracy	0.4898	0.8175
	Recall	0.4898	0.7448
	F1-score	0.8056	0.8213
Detection	Avg. Precision	0.5000	0.8250
Detection	IoU Score	0.1254	0.6315
Segmentation	Dice-Coefficient	0.1767	0.6833
Segmentation	IoU Score	0.2029	0.6128