Classification of Polyps in Endoscopic Images Using Self-Supervised Structured Learning

Author:

Huang Qi-Xian1ORCID,Lin Guo-Shiang2,Sun Hung-Min3ORCID

Affiliation:

1. Institute of Information Systems and Applications, National Tsing Hua University, Hsinchu, Taiwan

2. Department of Computer Science and Information Engineering, National Chin-Yi University of Technology, Taichung, Taiwan

3. Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan

Funder

Chang Bing Show-Chwan Memorial Hospital Institute

Ministry of Science and Technology, Taiwan

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference52 articles.

1. Effect of Various Image Information in Polyp Classification by Deeping Learning with Small Dataset

2. Transfer Learning-Based Classification of Gastrointestinal Polyps

3. Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning

4. Effective representation learning via the integrated self-supervised pre-training models of StyleGAN2-ADA and DINO for colonoscopy images;kim;BioRxiv,2022

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