Gastroenterology

Latest AI and machine learning research in gastroenterology for healthcare professionals.

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Automatic tip detection of surgical instruments in biportal endoscopic spine surgery.

BACKGROUND: Recent advances in robotics and deep learning can be used in endoscopic surgeries and ca...

Apr 2021 33864974
Characterizing chronological accumulation of comorbidities in healthy veterans: a computational approach.

Understanding patient accumulation of comorbidities can facilitate healthcare strategy and personali...

Apr 2021 33854078
State of the Art: The Impact of Artificial Intelligence in Endoscopy 2020.

PURPOSE OF REVIEW: Recently numerous researchers have shown remarkable progress using convolutional ...

Apr 2021 33855659
An Explainable Artificial Intelligence Framework for the Deterioration Risk Prediction of Hepatitis Patients.

In recent years, artificial intelligence-based computer aided diagnosis (CAD) system for the hepatit...

Apr 2021 33847850
Machine Learning Algorithms for Predicting Fatty Liver Disease.

BACKGROUND: Fatty liver disease (FLD) has become a rampant condition. It is associated with a high r...

Apr 2021 33849025
Long-term mortality risk stratification of liver transplant recipients: real-time application of deep learning algorithms on longitudinal data.

BACKGROUND: Survival of liver transplant recipients beyond 1 year since transplantation is compromis...

Apr 2021 33858815
Unsupervised Monocular Depth Estimation for Colonoscope System Using Feedback Network.

A colonoscopy is a medical examination used to check disease or abnormalities in the large intestine...

Apr 2021 33920357
Using deep learning to predict microvascular invasion in hepatocellular carcinoma based on dynamic contrast-enhanced MRI combined with clinical parameters.

PURPOSE: Microvascular invasion (MVI) is a critical determinant of the early recurrence and poor pro...

Apr 2021 33839938
Evaluation of the learning curve of robot-assisted laparoscopic ventral mesh rectopexy.

BACKGROUND: The current standard treatment for external rectal prolapse and symptomatic high-grade i...

Apr 2021 33835255
Hepatic Alveolar Echinococcosis: Predictive Biological Activity Based on Radiomics of MRI.

BACKGROUND: To evaluate the role of radiomics based on magnetic resonance imaging (MRI) in the biolo...

Apr 2021 33997041
Ability of artificial intelligence to detect T1 esophageal squamous cell carcinoma from endoscopic videos and the effects of real-time assistance.

Diagnosis using artificial intelligence (AI) with deep learning could be useful in endoscopic examin...

Apr 2021 33833355
Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images.

Automatic polyp detection has been proven to be crucial in improving the diagnosis accuracy and redu...

Apr 2021 33895616
Quality gaps in public pancreas imaging datasets: Implications & challenges for AI applications.

OBJECTIVE: Quality gaps in medical imaging datasets lead to profound errors in experiments. Our obje...

Apr 2021 33840636
Comparison of short-term outcomes between transthoracic and robot-assisted transmediastinal radical surgery for esophageal cancer: a prospective study.

BACKGROUND: The present study aimed to assess the lower invasiveness of robot-assisted transmediasti...

Mar 2021 33789620
Development and performance assessment of novel machine learning models to predict pneumonia after liver transplantation.

BACKGROUND: Pneumonia is the most frequently encountered postoperative pulmonary complications (PPC)...

Mar 2021 33789673
[Minimally invasive liver surgery].

Minimally invasive liver surgery is safe and can be performed with results practically equal to thos...

Mar 2021 33783559
Lacrimal Sac Anterior Border-Maxillary Line Distance: Effect on Endoscopic Dacryocystorhinostomy (EDCR) Surgery Results and NLDO-SS Questionnaire.

This study aimed to investigate the effect of the maxillary line (ML)-lacrimal sac anterior border (...

Mar 2021 36452709
Robotic infant surgery with 3 mm instruments: a study in piglets of less than 10 kg body weight.

No data exist concerning the appication of a new robotic system with 3 mm instruments (Senhance®, Tr...

Mar 2021 33772434
Microscope-Based Automated Quantification of Liver Fibrosis in Mice Using a Deep Learning Algorithm.

In preclinical studies that involve animal models for hepatic fibrosis, accurate quantification of t...

Mar 2021 33769147
Artificial neural networks for multi-omics classifications of hepato-pancreato-biliary cancers: towards the clinical application of genetic data.

PURPOSE: Several multi-omics classifications have been proposed for hepato-pancreato-biliary (HPB) c...

Mar 2021 33774439
Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome.

The stomach is inhabited by diverse microbial communities, co-existing in a dynamic balance. Long-te...

Mar 2021 33771992
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