Small Bowel Detection for Wireless Capsule Endoscopy Using Convolutional Neural Networks with Temporal Filtering

Small Bowel Detection for Wireless Capsule Endoscopy Using Convolutional Neural Networks with Temporal Filtering

By automatically classifying the stomach, small bowel, and colon, the reading time of the wireless capsule endoscopy (WCE) can be reduced. In addition, it is an essential first preprocessing step to localize the small bowel in order to apply automated small bowel lesion detection algorithms based on...

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Bibliographic Details
Main Authors: Geonhui Son, Taejoon Eo, Jiwoong An, Dong Jun Oh, Yejee Shin, Hyenogseop Rha, You Jin Kim, Yun Jeong Lim, Dosik Hwang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Diagnostics
Subjects:
capsule endoscopy
small bowel detection
convolutional neural networks
temporal filtering
Online Access:https://www.mdpi.com/2075-4418/12/8/1858

Internet

https://www.mdpi.com/2075-4418/12/8/1858

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