Gastroenterology

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

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Showing 6280-6300 of 7,631 articles
Leveraging Anatomical Priors for Automated Pancreas Segmentation on Abdominal CT

An accurate segmentation of the pancreas on CT is crucial to identify pancreatic pathologies and e...

Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies

Capsule endoscopy is a method to capture images of the gastrointestinal tract and screen for disea...

Noninvasive prediction of esophagogastric varices in hepatitis B: An extreme gradient boosting model based on ultrasound and serology.

BACKGROUND: Severe esophagogastric varices (EGVs) significantly affect prognosis of patients with he...

Apr 2025 40248058
Artificial intelligence-aided optical biopsy improves the diagnosis of esophageal squamous neoplasm.

BACKGROUND: Early detection of esophageal squamous neoplasms (ESN) is essential for improving patien...

Apr 2025 40248066
Artificial intelligence-assisted approach to assessing bowel wall thickness in pediatric inflammatory bowel disease using intestinal ultrasound images.

BACKGROUND AND AIM: Intestinal ultrasound (IUS) potentially spares patients from repeated endoscopie...

Apr 2025 40052532
Leveraging network uncertainty to identify regions in rectal cancer clinical target volume auto-segmentations likely requiring manual edits.

BACKGROUND AND PURPOSE: While Deep Learning (DL) auto-segmentation has the potential to improve segm...

Apr 2025 40475847
Deep Learning-Accelerated Non-Contrast Abbreviated Liver MRI for Detecting Malignant Focal Hepatic Lesions: Dual-Center Validation.

OBJECTIVE: To compare a deep learning (DL)-accelerated non-enhanced abbreviated MRI (AMRI) protocol ...

Apr 2025 40150922
RRM-TransUNet: Deep-Learning Driven Interactive Model for Precise Pancreas Segmentation in CT Images.

BACKGROUND: Pancreatic diseases such as cancer and pancreatitis pose significant health risks. Early...

Apr 2025 40209153
Utilizing Machine Learning to Predict Liver Allograft Fibrosis by Leveraging Clinical and Imaging Data.

BACKGROUND AND AIM: Liver transplant (LT) recipients may succumb to graft-related pathologies, contr...

Apr 2025 40245174
Artificial Intelligence-Based Diets: A Role in the Nutritional Treatment of Metabolic Dysfunction-Associated Steatotic Liver Disease?

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a growing global hea...

Apr 2025 40013348
An Integrated AI-Enabled System Using One Class Twin Cross Learning (OCT-X) for Early Gastric Cancer Detection

Early detection of gastric cancer, a leading cause of cancer-related mortality worldwide, remains ...

Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports

Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive cancer, with most cases diagnosed a...

AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models

In colonoscopy, 80% of the missed polyps could be detected with the help of Deep Learning models. ...

PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis

Early detection, accurate segmentation, classification and tracking of polyps during colonoscopy a...

Facing the challenges of autoimmune pancreatitis diagnosis: The answer from artificial intelligence.

Current diagnosis of autoimmune pancreatitis (AIP) is challenging and often requires combining multi...

Mar 2025 40182594
Vision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images

Introduction: This study provides a comprehensive performance assessment of vision-language models...

Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models

This study evaluated self-reported response certainty across several large language models (GPT, C...

LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images

Colorectal cancer (CRC) is a major global cause of cancer-related deaths, with early polyp detecti...

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