Automated Colorectal Polyps Detection from Endoscopic Images using MultiResUNet Framework with Attention Guided Segmentation

Abstract The early detection of colorectal polyps is crucial for the reduction of mortality rates. However, manually identifying polyps is time-consuming and expensive, increasing the risk of missing them. Our paper aims to address this issue by presenting an automated segmentation approach for colo...

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Bibliographic Details
Main Authors: Md. Faysal Ahamed, Md. Rabiul Islam, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Abdulrahman Alqahtani, M. Murugappan
Format: Article
Language:English
Published: Springer Nature 2024-04-01
Series:Human-Centric Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s44230-024-00067-1