A Novel Computer-Aided Detection/Diagnosis System for Detection and Classification of Polyps in Colonoscopy

A Novel Computer-Aided Detection/Diagnosis System for Detection and Classification of Polyps in Colonoscopy

Using a deep learning algorithm in the development of a computer-aided system for colon polyp detection is effective in reducing the miss rate. This study aimed to develop a system for colon polyp detection and classification. We used a data augmentation technique and conditional GAN to generate pol...

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Bibliographic Details
Main Authors: Chia-Pei Tang, Hong-Yi Chang, Wei-Chun Wang, Wei-Xuan Hu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Diagnostics
Subjects:
colon polyp detection
generative adversarial network (GAN)
object detection
data computer augmentation
image deblurring
Online Access:https://www.mdpi.com/2075-4418/13/2/170

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