Endoscopic three-categorical diagnosis of Helicobacter pylori infection using linked color imaging and deep learning: a single-center prospective study (with video) - Nakashima, Hirotaka; Kawahira, Hiroshi; Kawachi, Hiroshi; Sakaki, Nobuhiro (Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association, 2020)
Keywords: Abdominal Surgery; Accuracy; Aged; Area Under Curve; Atrophy; Cancer Research; Cancer screening; Color; Deep Learning; Diagnosis; Diagnosis, Computer-Assisted - methods; Endoscopy; Endoscopy, Digestive System - methods; Feasibility Studies; Female; Gastric cancer; Gastric Mucosa - diagnostic imaging; Gastric Mucosa - pathology; Gastroenterology; Helicobacter Infections - classification; Helicobacter Infections - diagnosis; Helicobacter pylori; Humans; Image Enhancement - methods; Infections; Intestine; Male; Medical screening; Medicine; Medicine & Public Health; Metaplasia; Middle Aged; Mucosa; Oncology; Original Article; Predictive Value of Tests; Prospective Studies; Sensitivity and Specificity; Surgical Oncology; Risk of gastric cancer; infection; Image enhanced endoscopy; Deep convolutional neural network; Helicobacter pylori infection