Detecting colon polyps in endoscopic images using artificial intelligence constructed with automated collection of annotated images from an endoscopy reporting system.

Keisuke HoriHiroaki IkematsuYoichi YamamotoHiroki MatsuzakiNobuyoshi TakeshitaKensuke ShinmuraYusuke YodaTakayoshi KiuchiSatoko TakemotoHideo YokotaTomonori Yano

Published in: Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society (2021)

The automated system enabled the development of a high-performance colon polyp detector using images in endoscopy reporting system without the efforts of retrospective annotation works.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
big data
adverse drug
small bowel
wastewater treatment
cross sectional
ultrasound guided
magnetic resonance
optical coherence tomography
rna seq
single cell