Computer-aided diagnosis of esophageal cancer and neoplasms in endoscopic images: a systematic review and meta-analysis of diagnostic test accuracy

• Published in: Gastrointestinal endoscopy Vol. 93; no. 5; pp. 1006 - 1015.e13
• Main Authors: Bang, Chang Seok, Lee, Jae Jun, Baik, Gwang Ho
• Format: Journal Article
• Language: English
• Published: United States Elsevier Inc 01.05.2021
• Subjects: Computers; Diagnosis, Computer-Assisted; Diagnostic Tests, Routine; Esophageal Neoplasms - diagnostic imaging; Humans; Sensitivity and Specificity; CNN; CI; DOR; EAC; HSROC; CAD; IEE; PIVI; SVM; ESCC; AUC; DTA; NBI; NLR; NPV; SROC; WLI; PLR; ESCN

Diagnosis of esophageal cancer or precursor lesions by endoscopic imaging depends on endoscopist expertise and is inevitably subject to interobserver variability. Studies on computer-aided diagnosis (CAD) using deep learning or machine learning are on the increase. However, studies with small sample...