WCE Curated Colon Disease Dataset Deep Learning
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WCE Curated Colon Disease Dataset Deep Learning
Datasets
WCE Curated Colon Disease Dataset Deep Learning
File
WCE Dataset Deep Learning
Use Case
Computer Vision
Description
The images are capture via Wireless Capsule Endoscopy (WCE)
About Dataset
NOTICE
PLEASE, make sure to visit the original sources before using!
The images are capture via Wireless Capsule Endoscopy (WCE)
KVASIR Dataset (https://dl.acm.org/doi/abs/10.1145/3083187.3083212)
K. Pogorelov et al., “KVASIR”, Proceedings of the 8th ACM on Multimedia Systems Conference, 2017. DOI: 10.1145/3083187.3083212.
ETIS-Larib-Polyp DB Dataset (https://link.springer.com/article/10.1007/s11548-013-0926-3/)
J. Silva, A. Histace, O. Romain, X. Dray and B. Granado, “Toward embedded detection of polyps in WCE images for early diagnosis of colorectal cancer”, International Journal of Computer Assisted Radiology and Surgery, vol. 9, no. 2, pp. 283-293, 2013. DOI:10.1007/s11548-013-0926-3.
This is used in the study:
F. J. P. Montalbo, “Diagnosing Gastrointestinal Diseases from Endoscopy Images through a Multi-Fused CNN with Auxiliary Layers, Alpha Dropouts, and a Fusion Residual Block,” Biomedical Signal Processing and Control (BSPC), vol. 76, July, 2022, doi: 10.1016/j.bspc.2022.103683
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