AIMC Topic: Gallstones

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Early prediction of acute gallstone pancreatitis severity: a novel machine learning model based on CT features and open access online prediction platform.

Annals of medicine May 30, 2024
BACKGROUND: Early diagnosis of acute gallstone pancreatitis severity (GSP) is challenging in clinical practice. We aimed to investigate the efficacy of CT features and radiomics for the early prediction of acute GSP severity.
Male Middle Aged Severity of Illness Index Female Aged Adult Early Diagnosis Pancreatitis Gallstones ROC Curve Predictive Value of Tests Acute Disease Humans Machine Learning Algorithms Retrospective Studies Tomography, X-Ray Computed
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Convolutional neural network for identifying common bile duct stones based on magnetic resonance cholangiopancreatography.

Clinical radiology Mar 24, 2024
AIMS: To develop an auto-categorization system based on machine learning for three-dimensional magnetic resonance cholangiopancreatography (3D MRCP) to detect choledocholithiasis from healthy and symptomatic individuals.
Humans Neural Networks, Computer Aged Adult Sensitivity and Specificity Machine Learning Prospective Studies Female Cholangiopancreatography, Magnetic Resonance Male Middle Aged Imaging, Three-Dimensional Choledocholithiasis Gallstones Common Bile Duct
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Improved detection of cholesterol gallstones using quasi-material decomposition images generated from single-energy computed tomography images via deep learning.

Radiological physics and technology Feb 23, 2024
In this study, we developed a method for generating quasi-material decomposition (quasi-MD) images from single-energy computed tomography (SECT) images using a deep convolutional neural network (DCNN). Our aim was to improve the detection of choleste...
Gallstones ROC Curve Image Processing, Computer-Assisted Cholesterol Female Aged Adult Male Middle Aged Deep Learning Humans Tomography, X-Ray Computed
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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...
Cholangiopancreatography, Magnetic Resonance Cholangiopancreatography, Endoscopic Retrograde Gallstones Common Bile Duct Humans Retrospective Studies Deep Learning
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Robot-assisted and fluorescence-guided remnant-cholecystectomy: a prospective dual-center cohort study.

HPB : the official journal of the International Hepato Pancreato Biliary Association Mar 29, 2023
BACKGROUND: Abdominal symptoms after cholecystectomy may be caused by gallstones in a remnant gallbladder or a long cystic duct stump. Resection of a remnant gallbladder or cystic duct stump is associated with an increased risk of conversion and bile...
Bile Ducts, Extrahepatic Gallstones Cholecystectomy Cohort Studies Humans Robotics Prospective Studies Cholecystectomy, Laparoscopic
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Deep Learning Algorithm-Based Magnetic Resonance Imaging Feature-Guided Serum Bile Acid Profile and Perinatal Outcomes in Intrahepatic Cholestasis of Pregnancy.

Computational and mathematical methods in medicine Jun 6, 2022
This study was aimed to explore magnetic resonance imaging (MRI) based on deep learning belief network model in evaluating serum bile acid profile and adverse perinatal outcomes of intrahepatic cholestasis of pregnancy (ICP) patients. Fifty ICP pregn...
Pregnancy Outcome Magnetic Resonance Imaging Bile Acids and Salts Cholestasis, Intrahepatic Pregnancy Complications Gallstones Pregnancy Female Deep Learning Humans Glycocholic Acid
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Author commentary on Li Huang et al.

Endoscopy Apr 22, 2021
Humans Gallstones Deep Learning Common Bile Duct
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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 Humans Deep Learning Sphincterotomy, Endoscopic Treatment Outcome
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Association between urinary cadmium levels and increased gallstone disease in US adults.

Scientific reports May 8, 2025
Heavy metal exposure is acknowledged as a risk factor for poor health. However, the effect of heavy metal exposure on the prevalence of gallstones is still unknown. Therefore, we investigated the relationship between heavy metal concentrations and th...
Male Aged United States Middle Aged Humans Cadmium Young Adult Prevalence Female Gallstones Adult Risk Factors
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Generative models for predicting chemical composition of gallstones.

European review for medical and pharmacological sciences Mar 1, 2021
OBJECTIVE: As we know, gallstones are a gallbladder disease with high incidence around the world. As the population has aged and living habits have changed, the incidence of the disease is increasing year by year. Gallstones are mainly classified int...
Gallstones Humans Machine Learning
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