Gastroenterology

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

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"PD-PREDICT": A Machine Learning Model for Patient Survival in Peritoneal Dialysis.

Accurate survival prediction in peritoneal dialysis (PD) patients is essential for personalized trea...

Oct 2025 41139686
Long-Term Survival and Beneficiaries of Adjuvant Anti-PD-1 Therapy in Resected Hepatocellular Carcinoma.

BACKGROUND: Early and late hepatocellular carcinoma (HCC) recurrences, which are driven by residual ...

Oct 2025 41139183
A Novel BERT-Based Machine Learning Approach for Enhanced CSF Leak Prediction in Endoscopic Endonasal Skull Base Surgery.

OBJECTIVES: To evaluate the performance of the BERT (bidirectional encoder representations from tran...

Oct 2025 42626759
Deep Learning-Based Motion-Compensated Reconstruction for Accelerating 4-Dimensional Magnetic Resonance Fingerprinting.

PURPOSE: To develop and validate DeepMocor, a deep learning-based method for motion-compensated 4-di...

Oct 2025 41138788
Development of a Machine Learning-Based Predictive Model for Anastomotic Leakage Following Gastric Cancer Surgery.

BackgroundThe incidence of anastomotic leakage (AL) following radical gastrectomy for gastric cancer...

Oct 2025 41126480
Physics-informed deep learning sharpens nano diagnostics for elusive pancreatic cancer.

Pancreatic disease affects over 10% of the world population, and the most dangerous is pancreatic ca...

Oct 2025 41129854
Blood-based Vienna 3P/5P risk models accurately predict first hepatic decompensation in compensated advanced chronic liver disease.

BACKGROUND & AIMS: Invasive measurement of hepatic venous pressure gradient (HVPG) is the gold stand...

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Oct 2025 41551411
Improving Colorectal Cancer Screening and Risk Assessment through Predictive Modeling on Medical Images and Records.

Colonoscopy screening effectively identifies and removes polyps before they progress to colorectal c...

Oct 2025 41109668
Predictive prioritization of enhancers associated with pancreatic disease risk.

Genetic and epigenetic variation in enhancers is associated with disease susceptibility; however, li...

Oct 2025 41106391
Neural and behavioral dynamics of dyadic rhythm coordination across limb pairings.

Interpersonal motor synchronization relies on precise neural coordination, yet its underlying brain ...

Oct 2025 41106782
Machine Learning-Enhanced Clinical Decision Support for Diagnosing Sinusitis With Nasal Endoscopy.

BACKGROUND: Sinusitis is a prevalent disease for which nasal endoscopy (NE) is an optimal diagnostic...

Oct 2025 41091528
A prospective study evaluating an artificial intelligence-based system for withdrawal time measurement.

Withdrawal time has emerged as a critical quality measure in colonoscopy for colorectal cancer scree...

Oct 2025 41082920
The effect of autonomous mobile robots on improving endoscope reprocessing efficiency: a prospective comparative trial (with video).

BACKGROUND AND AIMS: Autonomous mobile robots (AMRs) have an increasingly wide range of medical appl...

Oct 2025 41076017
Prognostic prediction of hepatoblastoma in children: development and validation of machine learning models-an SEER-based study.

Hepatoblastoma (HB) is the most common primary malignant liver tumor in children. Although the incid...

Oct 2025 41068507
From Pixels to Peristalsis: Comparing Achalasia Diagnosis With Artificial Intelligence With Expert Endoscopists.

BACKGROUND & AIMS: Esophageal motility disorders, such as achalasia, require the use of multiple tes...

Oct 2025 41067594
Consensus position statements for the standardized application of histological grading and staging systems in MASH clinical trials.

BACKGROUND & AIMS: Assessment of histologic disease activity (grading) and fibrosis (staging) is a p...

Oct 2025 41072805
Automated detection and characterization of small cell lung cancer liver metastasis on computed tomography.

PURPOSE: Small cell lung cancer (SCLC) is an aggressive disease with diverse phenotypes that reflect...

Oct 2025 41049163
Accurate fatty liver disease diagnosis with a multi-source feature fusion model on the segmented tongue image dataset.

INTRODUCTION: More than 100 million individuals in rural areas of China are suffered from Fatty Live...

Oct 2025 41047021
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