AIMC Topic: Cholangiopancreatography, Endoscopic Retrograde

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Duodenal papilla radiomics-based prediction model for post-ERCP pancreatitis using machine learning: a retrospective multicohort study.

Gastrointestinal endoscopy Apr 6, 2024
BACKGROUND AND AIMS: The duodenal papillae are the primary and essential pathway for ERCP, greatly determining its complexity and outcome. We investigated the association between papilla morphology and post-ERCP pancreatitis (PEP) and constructed a r...
Machine Learning Retrospective Studies Female Humans Deep Learning ROC Curve Predictive Value of Tests Cholangiopancreatography, Endoscopic Retrograde Pancreatitis Ampulla of Vater Radiomics Male Middle Aged Aged Adult
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Multistep validation of a post-ERCP pancreatitis prediction system integrating multimodal data: a multicenter study.

Gastrointestinal endoscopy Apr 5, 2024
BACKGROUND AND AIMS: The impact of various categories of information on the prediction of post-ERCP pancreatitis (PEP) remains uncertain. We comprehensively investigated the risk factors associated with PEP by constructing and validating a model inco...
Retrospective Studies Electronic Health Records Female Humans Machine Learning Algorithms Middle Aged Risk Factors Cholangiopancreatography, Endoscopic Retrograde Aged Pancreatitis Male
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Using deep learning models in magnetic resonance cholangiopancreatography images to diagnose common bile duct stones.

Scandinavian journal of gastroenterology Sep 15, 2023
BACKGROUNDS AND AIMS: Magnetic resonance cholangiopancreatography (MRCP) plays a significant role in diagnosing common bile duct stones (CBDS). Currently, there are no studies to detect CBDS by using the deep learning (DL) model in MRCP. This study a...
Deep Learning Cholangiopancreatography, Endoscopic Retrograde Gallstones Humans Retrospective Studies Common Bile Duct Cholangiopancreatography, Magnetic Resonance
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Artificial intelligence-assisted cholangioscopy of malignant biliary strictures: Changing the paradigm?

Gastrointestinal endoscopy Dec 23, 2022
Cholestasis Humans Artificial Intelligence Constriction, Pathologic Cholangiopancreatography, Endoscopic Retrograde Catheterization Endoscopy, Digestive System
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Artificial intelligence implementation in pancreaticobiliary endoscopy.

Expert review of gastroenterology & hepatology Jun 14, 2022
INTRODUCTION: Artificial intelligence has been rapidly deployed in gastroenterology and endoscopy. The acceleration of deep convolutional neural networks along with hardware development has allowed implementation of artificial intelligence algorithms...
Endosonography Bile Ducts Pancreas Endoscopy, Gastrointestinal Cholangiopancreatography, Endoscopic Retrograde Humans Artificial Intelligence
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Future of Cholangioscopy.

Gastrointestinal endoscopy clinics of North America May 11, 2022
This article highlights the current status of cholangioscopy. In addition, the authors present their view on the future directions of cholangioscopy, including novel clinical applications, the need for technologic developments, and the expansion on t...
Humans Cholangiopancreatography, Endoscopic Retrograde Artificial Intelligence
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Artificial intelligence-assisted analysis of endoscopic retrograde cholangiopancreatography image for identifying ampulla and difficulty of selective cannulation.

Scientific reports Apr 16, 2021
The advancement of artificial intelligence (AI) has facilitated its application in medical fields. However, there has been little research for AI-assisted endoscopy, despite the clinical significance of the efficiency and safety of cannulation in the...
Humans Artificial Intelligence Ampulla of Vater Image Processing, Computer-Assisted Female Cholangiopancreatography, Endoscopic Retrograde Catheterization Aged Male
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Artificial intelligence in biliopancreatic endoscopy: Is there any role?

Best practice & research. Clinical gastroenterology Dec 29, 2020
Artificial intelligence (AI) research in endoscopy is being translated at rapid pace with a number of approved devices now available for use in luminal endoscopy. However, the published literature for AI in biliopancreatic endoscopy is predominantly ...
Machine Learning Cholangiopancreatography, Endoscopic Retrograde Humans Endoscopy Artificial Intelligence Acute Disease
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Intelligent difficulty scoring and assistance system for endoscopic extraction of common bile duct stones based on deep learning: multicenter study.

Endoscopy Nov 9, 2020
BACKGROUND: The study aimed to construct an intelligent difficulty scoring and assistance system (DSAS) for endoscopic retrograde cholangiopancreatography (ERCP) treatment of common bile duct (CBD) stones.
Cholangiopancreatography, Endoscopic Retrograde Gallstones Common Bile Duct Sphincterotomy, Endoscopic Humans Deep Learning Treatment Outcome
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The Challenges of Implementing Artificial Intelligence into Surgical Practice.

World journal of surgery Oct 13, 2020
BACKGROUND: Artificial intelligence is touted as the future of medicine. Classical algorithms for the detection of common bile duct stones (CBD) have had poor clinical uptake due to low accuracy. This study explores the challenges of developing and i...
Liver Function Tests Choledocholithiasis Aged, 80 and over Humans Adult Artificial Intelligence Female Machine Learning Male Middle Aged Biliary Tract Diseases Aged Computer Simulation Predictive Value of Tests Cholangiopancreatography, Endoscopic Retrograde Retrospective Studies Acute Disease Bilirubin
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