Automatic detection of blood content in capsule endoscopy images based on a deep convolutional neural network.

Tomonori AokiAtsuo YamadaYusuke KatoHiroaki SaitoAkiyoshi TsuboiAyako NakadaRyota NiikuraMitsuhiro FujishiroShiro OkaSoichiro IshiharaTomoki MatsudaMasato NakahoriShinji TanakaKazuhiko KoikeTomohiro Tada

Published in: Journal of gastroenterology and hepatology (2019)

We developed and tested the CNN-based detection system for blood content in CE images. This system has the potential to outperform the SBI system, and the patient-level analyses on larger studies are required.

Keyphrases

convolutional neural network
deep learning
loop mediated isothermal amplification
real time pcr
label free
case report
case control
risk assessment
small bowel