Gastroenterology

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

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Showing 6091-6111 of 7,609 articles
Pathway Enrichment-Based Unsupervised Learning Identifies Novel Subtypes of Cancer-Associated Fibroblasts in Pancreatic Ductal Adenocarcinoma.

Existing single-cell clustering methods are based on gene expressions that are susceptible to dropou...

Jun 2025 40272703
Automated machine learning model for predicting anastomotic strictures after esophageal cancer surgery: a retrospective cohort study.

BACKGROUND: Anastomotic strictures (AS) frequently occurs in patients following esophageal cancer su...

Jun 2025 40316751
Development and Validation of an Explainable Machine Learning Model for Warning of Hepatitis E Virus-Related Acute Liver Failure.

BACKGROUND AND AIMS: Early identification of patients with acute hepatitis E (AHE) who are at high r...

Jun 2025 40344287
Efficient polyp detection algorithm based on deep learning.

OBJECTIVE: Colon polyp detection is crucial in reducing the incidence of colorectal cancer. However,...

Jun 2025 40358097
Design and Evaluation of an Omnidirectional Wheel-Driven Endoscope-Assisted Robotic System Based on Motion Capture Control.

BACKGROUND: In endoscopic surgery, surgeons collaborate with assistants to manipulate the endoscope ...

Jun 2025 40366106
3-D contour-aware U-Net for efficient rectal tumor segmentation in magnetic resonance imaging.

Magnetic resonance imaging (MRI), as a non-invasive detection method, is crucial for the clinical di...

Jun 2025 40436516
Boosting polyp screening with improved point-teacher weakly semi-supervised.

Polyps, like a silent time bomb in the gut, are always lurking and can explode into deadly colorecta...

Jun 2025 40198989
Uncovering hepatic transcriptomic and circulating proteomic signatures in MASH: A meta-analysis and machine learning-based biomarker discovery.

BACKGROUND: Metabolic-associated steatohepatitis (MASH), the progressive form of metabolic-associate...

Jun 2025 40220593
Attention in surgical phase recognition for endoscopic pituitary surgery: Insights from real-world data.

BACKGROUND AND OBJECTIVE: Surgical Phase Recognition systems are used to support the automated docum...

Jun 2025 40249993
Predicting hepatocellular carcinoma response to TACE: A machine learning study based on 2.5D CT imaging and deep features analysis.

OBJECTIVES: Prior to the commencement of treatment, it is essential to establish an objective method...

Jun 2025 40158473
Towards robust multimodal ultrasound classification for liver tumor diagnosis: A generative approach to modality missingness.

BACKGROUND AND OBJECTIVE: In medical image analysis, combining multiple imaging modalities enhances ...

Jun 2025 40188576
Development and validation of the Open-Source Automatic Bowel Preparation Scale.

BACKGROUND AND AIMS: Insufficient bowel preparation accounts for up to 42% of missed adenomas in col...

Jun 2025 39557204
Prediction of endoscopic restenosis after endoscopic balloon dilation in patients with Crohn's disease: a machine learning approach.

BACKGROUND: Endoscopic balloon dilation (EBD) is recognized as a minimally invasive and effective pr...

Jun 2025 40355737
Artificial intelligence-assisted endoscopic ultrasound diagnosis of esophageal subepithelial lesions.

BACKGROUND: Endoscopic ultrasound (EUS) is one of the most accurate methods for determining the orig...

Jun 2025 40335821
XYZ-IBD: High-precision Bin-picking Dataset for Object 6D Pose Estimation Capturing Real-world Industrial Complexity

We introduce XYZ-IBD, a bin-picking dataset for 6D pose estimation that captures real-world indust...

Polyp-Size: A Precise Endoscopic Dataset for AI-Driven Polyp Sizing.

Colorectal cancer often arises from precancerous polyps, where accurate size assessment is vital for...

May 2025 40450075
A machine learning-derived angiogenesis signature for clinical prognosis and immunotherapy guidance in colon adenocarcinoma.

Colon adenocarcinoma (COAD) is one of the most prevalent malignancies worldwide and its prognosis is...

May 2025 40450107
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