Enhancing Automatic Gastrointestinal Endoscopy Image Classification via Advanced Model and Adversarial Training Strategy

Author:

Luo Yi1ORCID,Chen Wenhan1ORCID,Chen Wei1ORCID,Sun Fan1ORCID,Liu Ming1ORCID

Affiliation:

1. School of Computer Science and Engineering, University of Electronic Science and Technology of China, China

Funder

Medico-Engineering Cooperation Funds from University of Electronic Science and Technology of China

the Municipal Government of Quzhou

Publisher

ACM

Reference13 articles.

1. Abdullah M Abu Eman Alajrami Ahemd A Al-Saqqa and Samy S Abu-Naser. 2020. Arabic Text Summarization Using AraBERT Model Using Extractive Text Summarization Approach. (2020). Abdullah M Abu Eman Alajrami Ahemd A Al-Saqqa and Samy S Abu-Naser. 2020. Arabic Text Summarization Using AraBERT Model Using Extractive Text Summarization Approach. (2020).

2. A deep learning framework for quality assessment and restoration in video endoscopy

3. Nancy  N. Baxter , Rinku Sutradhar , Shawn  S. Forbes , Lawrence  F. Paszat , Refik Saskin , and Linda Rabeneck . 2011. Analysis of administrative data finds endoscopist quality measures associated with postcolonoscopy colorectal cancer.Gastroenterology 140, 1 ( 2011 ), 65–72. Nancy N. Baxter, Rinku Sutradhar, Shawn S. Forbes, Lawrence F. Paszat, Refik Saskin, and Linda Rabeneck. 2011. Analysis of administrative data finds endoscopist quality measures associated with postcolonoscopy colorectal cancer.Gastroenterology 140, 1 (2011), 65–72.

4. Automated classification of gastric neoplasms in endoscopic images using a convolutional neural network. Endoscopy;Cho Bum-Joo;Journal for Clinical Use Biopsy and Technique,2019

5. Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2021. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. arxiv:2010.11929 [cs.CV] Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2021. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. arxiv:2010.11929 [cs.CV]

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