Utilizing adaptive deformable convolution and position embedding for colon polyp segmentation with a visual transformer

Utilizing adaptive deformable convolution and position embedding for colon polyp segmentation with a visual transformer

Abstract Polyp detection is a challenging task in the diagnosis of Colorectal Cancer (CRC), and it demands clinical expertise due to the diverse nature of polyps. The recent years have witnessed the development of automated polyp detection systems to assist the experts in early diagnosis, considerab...

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Bibliographic Details
Main Authors: Mohamed Yacin Sikkandar, Sankar Ganesh Sundaram, Ahmad Alassaf, Ibrahim AlMohimeed, Khalid Alhussaini, Adham Aleid, Salem Ali Alolayan, P. Ramkumar, Meshal Khalaf Almutairi, S. Sabarunisha Begum
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Polyp segmentation
Vision transformer
Deformable convolution
Online Access:https://doi.org/10.1038/s41598-024-57993-0

Internet

https://doi.org/10.1038/s41598-024-57993-0

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