Ulcer detection in Wireless Capsule Endoscopy images using deep CNN

Ulcer detection in Wireless Capsule Endoscopy images using deep CNN

Wireless Capsule Endoscopy (WCE) has been widely accepted due to its painless method of imaging the entire gastrointestinal tract. In this paper, we propose deep Convolutional Neural Network(CNN) for automatic discrimination of ulcers on different ratios of augmented datasets ranging from 1000 to 10...

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Bibliographic Details
Main Authors: Vani V, K.V. Mahendra Prashanth
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Deep learning
Ulcer detection
Convolutional neural network (CNN)
Data augmentation
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157820304717

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