AIMC Topic: Endoscopy, Digestive System

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Achalasia subtypes can be identified with functional luminal imaging probe (FLIP) panometry using a supervised machine learning process.

Neurogastroenterology and motility Jul 1, 2020
BACKGROUND: Achalasia subtypes on high-resolution manometry (HRM) prognosticate treatment response and help direct management plan. We aimed to utilize parameters of distension-induced contractility and pressurization on functional luminal imaging pr...
Esophagus Supervised Machine Learning Adult Electric Impedance Diagnostic Techniques, Digestive System Male Manometry Humans Endoscopy, Digestive System Middle Aged Female Esophageal Achalasia Organ Size Aged
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Endoscopic three-categorical diagnosis of Helicobacter pylori infection using linked color imaging and deep learning: a single-center prospective study (with video).

Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association May 7, 2020
BACKGROUND: Helicobacter pylori (H. pylori) eradication is required to reduce incidence related to gastric cancer. Recently, it was found that even after the successful eradication of H. pylori, an increased, i.e., moderate, risk of gastric cancer pe...
Diagnosis, Computer-Assisted Deep Learning Predictive Value of Tests Area Under Curve Aged Sensitivity and Specificity Male Middle Aged Image Enhancement Gastric Mucosa Atrophy Endoscopy, Digestive System Color Helicobacter Infections Helicobacter pylori Feasibility Studies Humans Prospective Studies Female
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Comparing blind spots of unsedated ultrafine, sedated, and unsedated conventional gastroscopy with and without artificial intelligence: a prospective, single-blind, 3-parallel-group, randomized, single-center trial.

Gastrointestinal endoscopy Sep 18, 2019
BACKGROUND AND AIMS: EGD is the most vital procedure for the diagnosis of upper GI lesions. We aimed to compare the performance of unsedated ultrathin transoral endoscopy (U-TOE), unsedated conventional EGD (C-EGD), and sedated C-EGD with or without ...
Gastroscopy Pain, Procedural Endoscopy, Digestive System Conscious Sedation Gastroscopes Middle Aged Anxiety Image Processing, Computer-Assisted Humans Single-Blind Method Aged Artificial Intelligence Adult Prospective Studies Male Female
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Applications of artificial intelligence to endoscopy practice: The view from Japan Digestive Disease Week 2018.

Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society Mar 11, 2019
Artificial Intelligence Humans Japan Congresses as Topic Endoscopy, Digestive System
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Artificial intelligence and upper gastrointestinal endoscopy: Current status and future perspective.

Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society Feb 14, 2019
With recent breakthroughs in artificial intelligence, computer-aided diagnosis (CAD) for upper gastrointestinal endoscopy is gaining increasing attention. Main research focuses in this field include automated identification of dysplasia in Barrett's ...
Early Detection of Cancer Humans Digestive System Diseases Artificial Intelligence Endoscopy, Digestive System Diagnosis, Computer-Assisted
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Machine Learning-based Development and Validation of a Scoring System for Screening High-Risk Esophageal Varices.

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association Jan 29, 2019
BACKGROUND & AIMS: Many patients with cirrhosis who undergo esophagogastroduodenoscopy (EGD) screening for esophageal varices (EVs) are found to have no or only small EVs. Endoscopic screening for EVs is therefore a potentially deferrable procedure t...
Platelet Count Hepatitis C, Chronic Alanine Transaminase Serum Albumin Aspartate Aminotransferases Non-alcoholic Fatty Liver Disease Risk Assessment Blood Urea Nitrogen Female Bilirubin International Normalized Ratio Hemoglobins Severity of Illness Index Humans Endoscopy, Digestive System Aged Esophageal and Gastric Varices Sodium Liver Cirrhosis Liver Cirrhosis, Alcoholic Ascites Machine Learning Male Mass Screening Thrombocytopenia Gastrointestinal Hemorrhage Creatinine Middle Aged Prospective Studies Hepatic Encephalopathy
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Robot-assisted Tongue Base Resection ensures favorable therapeutic outcome to Obstructive Sleep Apnea patients with Lingual tonsil hypertrophy.

Scientific reports Jan 24, 2019
Tongue base (TB) narrowing is recognized as a significant site of upper airway collapse during sleep in obstructive sleep apnea (OSA) patients and robot technology is expected to have promising clinical utility in OSA patients with TB narrowing. The ...
Adolescent Treatment Outcome Robotics Plastic Surgery Procedures Sleep Apnea, Obstructive Hypertrophy Tongue Palatine Tonsil Young Adult Adult Male Humans Middle Aged Female Aged Endoscopy, Digestive System
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Supervised and semi-supervised training of deep convolutional neural networks for gastric landmark detection.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
This work focuses on detection of upper gas-trointestinal (GI) landmarks, which are important anatomical areas of the upper GI tract digestive system that should be photodocumented during endoscopy to guarantee a complete examination. The aim of this...
Neural Networks, Computer Algorithms Endoscopy, Digestive System
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Application of Artificial Intelligence in Gastrointestinal Endoscopy.

Journal of clinical gastroenterology Feb 1, 2021
Artificial intelligence (AI), also known as computer-aided diagnosis, is a technology that enables machines to process information and functions at or above human level and has great potential in gastrointestinal endoscopy applications. At present, t...
Humans Artificial Intelligence Endoscopy, Digestive System Prospective Studies Colonoscopy Endoscopy, Gastrointestinal Capsule Endoscopy
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Artificial intelligence in pancreaticobiliary endoscopy.

Journal of gastroenterology and hepatology Jan 1, 2021
Artificial intelligence (AI) applications in health care have exponentially increased in recent years, and a few of these are related to pancreatobiliary disorders. AI-based methods were applied to extract information, in prognostication, to guide cl...
Quality of Health Care Endoscopy, Digestive System Artificial Intelligence Humans Biliary Tract Diseases Pancreatic Diseases Quality Improvement
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