Automatic anatomical classification of colonoscopic images using deep convolutional neural networks.
Hiroaki SaitoTetsuya TanimotoTsuyoshi OzawaSoichiro IshiharaMitsuhiro FujishiroSatoki ShichijoDai HirasawaTomoki MatsudaYuma EndoTomohiro TadaPublished in: Gastroenterology report (2020)
We constructed the new CNN system with clinically relevant performance for recognizing anatomical locations of colonoscopy images, which is the first step in constructing a CAD system that will support us during colonoscopy and provide an assurance of the quality of the colonoscopy procedure.