An Explainable AI Based Deep Ensemble Transformer Framework for Gastrointestinal Disease Prediction from Endoscopic Images

Masum, Prof. Dr. Abdul kadar Muhammad and Bitto, Abu Kowshir and Talukder, Shafiqul Islam and Khan, Md Fokrul Islam and Alam, Mohammed Shamsul and Uddin, Khandaker Mohammad Mohi (2025) An Explainable AI Based Deep Ensemble Transformer Framework for Gastrointestinal Disease Prediction from Endoscopic Images. EAI Endorsed Transactions on AI and Robotics.

[thumbnail of 79266.pdf] PDF
79266.pdf

Download (2MB)

Abstract

Gastrointestinal diseases such as gastroesophageal reflux disease (GERD) and polyps remain prevalent and challenging to diagnose accurately due to overlapping visual features and inconsistent endoscopic image quality. In this study, we investigate the application of transformer-based deep learning m

Item Type: Article
Date Deposited: 04 Mar 2026 20:15
Last Modified: 10 Apr 2026 18:15
URI: http://eprints.eai.eu/id/eprint/59915

Actions (login required)

View Item
View Item