Gastroenterology

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

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Optimization of robot-assisted thoracoscopic esophagectomy in the lateral decubitus position.

BACKGROUND: On the introduction of robot-assisted thoracoscopic esophagectomy (RATE), we refined the...

Jan 2021 33454818
Dynamics of Systemic Inflammation as a Function of Developmental Stage in Pediatric Acute Liver Failure.

The Pediatric Acute Liver Failure (PALF) study is a multicenter, observational cohort study of infan...

Jan 2021 33519820
Preoperative classification of primary and metastatic liver cancer via machine learning-based ultrasound radiomics.

OBJECTIVE: To investigate the application of machine learning-based ultrasound radiomics in preopera...

Jan 2021 33447862
Real-time liver tracking algorithm based on LSTM and SVR networks for use in surface-guided radiation therapy.

BACKGROUND: Surface-guided radiation therapy can be used to continuously monitor a patient's surface...

Jan 2021 33446245
Machine learning predicts lymph node metastasis of poorly differentiated-type intramucosal gastric cancer.

To construct a machine learning algorithm model of lymph node metastasis (LNM) in patients with poor...

Jan 2021 33446730
Improving prognostic performance in resectable pancreatic ductal adenocarcinoma using radiomics and deep learning features fusion in CT images.

As an analytic pipeline for quantitative imaging feature extraction and analysis, radiomics has grow...

Jan 2021 33446870
Establishing key research questions for the implementation of artificial intelligence in colonoscopy: a modified Delphi method.

BACKGROUND : Artificial intelligence (AI) research in colonoscopy is progressing rapidly but widespr...

Jan 2021 33167043
Gut microbiome-based supervised machine learning for clinical diagnosis of inflammatory bowel diseases.

Despite the availability of various diagnostic tests for inflammatory bowel diseases (IBD), misdiagn...

Jan 2021 33439104
Optimization of probiotic therapeutics using machine learning in an artificial human gastrointestinal tract.

The gut microbiota's metabolome is composed of bioactive metabolites that confer disease resilience....

Jan 2021 33441743
An ensemble learning approach for modeling the systems biology of drug-induced injury.

BACKGROUND: Drug-induced liver injury (DILI) is an adverse reaction caused by the intake of drugs of...

Jan 2021 33435983
Research on Early Warning Mechanism and Model of Liver Cancer Rehabilitation Based on CS-SVM.

Since the 20 century, cancer has become one of the main diseases threatening human health. Liver can...

Jan 2021 33520150
Multi disease-prediction framework using hybrid deep learning: an optimal prediction model.

Big data and its approaches are generally helpful for healthcare and biomedical sectors for predicti...

Jan 2021 33427480
A Machine Learning Approach Yields a Multiparameter Prognostic Marker in Liver Cancer.

A number of staging systems have been developed to predict clinical outcomes in hepatocellular carci...

Jan 2021 33431375
Analyzing Surgical Treatment of Intestinal Obstruction in Children with Artificial Intelligence.

Intestinal obstruction is a common surgical emergency in children. However, it is challenging to see...

Jan 2021 33505514
Integration of human cell lines gene expression and chemical properties of drugs for Drug Induced Liver Injury prediction.

MOTIVATION: Drug-induced liver injury (DILI) is one of the primary problems in drug development. Ear...

Jan 2021 33422118
Robotic transanal minimally invasive surgery: a case series.

INTRODUCTION: This study describes the experience with robot-assisted transanal minimally invasive s...

Jan 2021 33416992
Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images.

Liver cancer is one of the leading causes of cancer deaths in Asia and Africa. It is caused by the H...

Jan 2021 33420322
Development of artificial intelligence system for quality control of photo documentation in esophagogastroduodenoscopy.

BACKGROUND: Esophagogastroduodenoscopy (EGD) is generally a safe procedure, but adverse events often...

Jan 2021 33415420
Short-term outcome after robot-assisted hiatal hernia and anti-reflux surgery-is there a benefit for the patient?

PURPOSE: The robotic system was introduced to overcome the technical limitations of conventional lap...

Jan 2021 33409583
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