Physics

Internal medicine

Hazard ratio

Gastritis

Esophagogastroduodenoscopy

Incidence (geometry)

Gastroenterology

Optics

Cancer

Helicobacter pylori

Intestinal metaplasia

Endoscopy

Atrophic gastritis

Cumulative incidence

Transplantation

Confidence interval

Medicine

Gastrointestinal Endoscopy

Accurate risk stratification for gastric cancer is required for optimal endoscopic surveillance in patients with chronic gastritis. We aimed to develop a machine learning (ML) model that incorporates endoscopic and histologic findings for an individualized prediction of gastric cancer incidence.

Machine learning–based personalized prediction of gastric cancer incidence using the endoscopic and histologic findings at the initial endoscopy