Binary and Multi-Class Classification of Colorectal Polyps Using CRP-ViT: A Comparative Study Between CNNs and QNNs

Binary and Multi-Class Classification of Colorectal Polyps Using CRP-ViT: A Comparative Study Between CNNs and QNNs

Background: Colorectal cancer (CRC) is a major contributor to cancer mortality on a global scale, with polyps being critical precursors. The accurate classification of colorectal polyps (CRPs) from colonoscopy images is essential for the timely diagnosis and treatment of CRC. Method: This research p...

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Bibliographic Details
Main Authors: Jothiraj Selvaraj, Fadhiyah Almutairi, Shabnam M. Aslam, Snekhalatha Umapathy
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Life
Subjects:
colorectal polyp classification
CRP-ViT
vision transformer
CNN
QNN
colonoscopy images
Online Access:https://www.mdpi.com/2075-1729/15/7/1124
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