Effect of a deep learning-based automatic upper GI endoscopic reporting system: a randomized crossover study (with video)

Review Telecommunications

Deep learning in medical imaging: A brief review

Sertan Serte et al.

Summary: This paper summarizes the recent research in deep learning identification of diseases occurring at the skin, thorax, and eye, and emphasizes the key results and their weaknesses.

TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES (2022)

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Review Gastroenterology & Hepatology

AGA Clinical Practice Update on the Personalized Approach to the Evaluation and Management of GERD: Expert Review

Rena Yadlapati et al.

Summary: This review outlines a personalized diagnostic and therapeutic approach to GERD symptoms and provides detailed recommendations for clinical practice.

CLINICAL GASTROENTEROLOGY AND HEPATOLOGY (2022)

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Article Gastroenterology & Hepatology

Effects of a novel endoscopic reporting system with voice recognition on the endoscopic procedure time and report preparation time: propensity score matching analysis

Yuta Yokota et al.

Summary: This study evaluated the efficacy of a novel endoscopic reporting system using voice recognition technology, showing that the system could shorten report preparation time and total time, potentially improving the efficiency of endoscopy-related tasks.

JOURNAL OF GASTROENTEROLOGY (2022)

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Article Gastroenterology & Hepatology

Real-time artificial intelligence for detecting focal lesions and diagnosing neoplasms of the stomach by white-light endoscopy (with videos)

Lianlian Wu et al.

Summary: This study developed a deep learning-based system called ENDOANGEL-LD to assist in detecting gastric lesions and predicting neoplasms. The results showed that the system has great potential for improving the screening ability of endoscopists in clinical work.

GASTROINTESTINAL ENDOSCOPY (2022)

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Article Gastroenterology & Hepatology

A deep learning-based system for real-time image reporting during esophagogastroduodenoscopy: a multicenter study

Zehua Dong et al.

ENDOSCOPY (2022)

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Review Gastroenterology & Hepatology

Adequacy of EGD Reporting: a Review of 100 Reports from 100 Endoscopists

Joshua A. Boys et al.

Summary: Endoscopy reports for patients with gastroesophageal reflux disease commonly lack grading for esophagitis or classification systems for columnar-lined esophagus. The size of hiatal hernias is often subjectively reported, with type specification being infrequent. Uncertainty about the presence of paraesophageal hernias may impede evaluation of acute symptoms. Standard biopsy protocols for Barrett's esophagus are rarely reported to be used, raising concerns about the quality of upper endoscopy.

JOURNAL OF GASTROINTESTINAL SURGERY (2021)

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Article Engineering, Biomedical

Deep transfer learning approaches for bleeding detection in endoscopy images

Andrea Caroppo et al.

Summary: Wireless capsule endoscopy is a non-invasive imaging tool that has rapidly developed in recent years, but the analysis of the large number of images it produces is time-consuming. To address this issue, Computer-aided Diagnosis systems have been developed using deep learning methods to improve the classification of endoscopic images.

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS (2021)

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Article Gastroenterology & Hepatology

Effect of a deep learning-based system on the miss rate of gastric neoplasms during upper gastrointestinal endoscopy: a single-centre, tandem, randomised controlled trial

Lianlian Wu et al.

Lancet Gastroenterology & Hepatology (2021)

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Review Gastroenterology & Hepatology

ECCO Topical Review Optimising Reporting in Surgery, Endoscopy, and Histopathology Collaboration Between S-ECCO, EduCom, H-ECCO

Michel Adamina et al.

Summary: This study highlights the importance of a multidisciplinary approach in the diagnosis and management of inflammatory bowel diseases (IBD), and the need for optimised reporting in endoscopy, surgery, and histopathology. A consensus expert panel conducted a systematic literature review, establishing practice positions and defining standard terminology and reporting framework.

JOURNAL OF CROHNS & COLITIS (2021)

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Article Gastroenterology & Hepatology