Pathological Insights: Enhanced Vision Transformers for the Early Detection of Colorectal Cancer

Pathological Insights: Enhanced Vision Transformers for the Early Detection of Colorectal Cancer

Endoscopic pathological findings of the gastrointestinal tract are crucial for the early diagnosis of colorectal cancer (CRC). Previous deep learning works, aimed at improving CRC detection performance and reducing subjective analysis errors, are limited to polyp segmentation. Pathological findings...

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Bibliographic Details
Main Authors: Gelan Ayana, Hika Barki, Se-woon Choe
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Cancers
Subjects:
vision transformer
spatial transformer
colorectal cancer
pathological findings
early detection
endoscopy
Online Access:https://www.mdpi.com/2072-6694/16/7/1441

Internet

https://www.mdpi.com/2072-6694/16/7/1441

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