Automated Bowel Sound and Motility Analysis with CNN Using a Smartphone

Automated Bowel Sound and Motility Analysis with CNN Using a Smartphone

Bowel sound (BS) is receiving more attention as an indicator of gut health since it can be acquired non-invasively. Current gut health diagnostic tests require special devices that are limited to hospital settings. This study aimed to develop a prototype smartphone application that can record BS usi...

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Bibliographic Details
Main Authors: Yuka Kutsumi, Norimasa Kanegawa, Mitsuhiro Zeida, Hitoshi Matsubara, Norihito Murayama
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
sound analysis
bowel sound
machine learning
neural network
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/1/407

Internet

https://www.mdpi.com/1424-8220/23/1/407

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