Gastroenterology

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

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Hepatology e-consult responses generated by artificial intelligence demonstrate accuracy but require human oversight.

BACKGROUND: Electronic consultations (e-consults) improve specialist access but burden providers. We...

(1)
Jun 2026 42319138
Development and validation of the SYSU-score for MRI-based transmural healing assessment in Crohn's disease: a dual-center study.

OBJECTIVES: Standardizing magnetic resonance enterography (MRE)-defined transmural healing (TH) rema...

(1)
Jun 2026 42319405
IBS-CNN: a novel computer vision-based kinship classification model for high-density SNP microarray.

This study addresses multiple challenges in applying forensic genealogy to Chinese populations by ex...

(1)
Jun 2026 42319452
Hepatic Steatosis Severity Prediction in Nonobese Individuals: Machine Learning Model Development and Validation.

BACKGROUND: Steatotic liver disease affects 40% of nonobese individuals, but existing screening tool...

Jun 2026 42320028
An Attention-Enhanced ViT-HLNN Hybrid Ensemble Framework for Multi-Class Gastrointestinal Disease Classification.

Gastrointestinal (GI) diseases such as polyps, esophagitis, and ulcerative colitis pose significant ...

(1)
Jun 2026 42321239
An EfficientNet-based hierarchical dual-encoder framework for multi-scale gastrointestinal disease detection.

Gastrointestinal (GI) diseases represent a major global health burden, making accurate and early dia...

Jun 2026 42321361
Machine learning model for predicting rebleeding risk after endoscopic variceal ligation in esophageal variceal bleeding.

Rebleeding is a severe complication following recovery from esophageal variceal bleeding (EVB), yet ...

Jun 2026 42321366
FD-MSP: feature decoupling network with multi-scale prototypes for domain-adaptive polyp segmentation.

Polyp segmentation in colonoscopy images plays a critical role in the early detection and treatment ...

(1)
Jun 2026 42321673
Pancreatic organoids and organoid-on-a-chip platforms: from disease modeling to precision therapy.

BACKGROUND: Pancreatic diseases, including diabetes, pancreatic ductal adenocarcinoma, pancreatitis,...

Jun 2026 42321786
Development of a Knowledge Map for Managing Symptoms of Graft-Versus-Host Disease in Patients Undergoing Hematopoietic Stem Cell Transplantation.

BACKGROUND: Graft-versus-host disease (GVHD) remains a critical complication affecting patients unde...

Jun 2026 42314081
Machine learning model for early prediction of acute respiratory failure in acute pancreatitis: Multicenter validation.

Acute respiratory failure (ARF) is a common organ failure in acute pancreatitis (AP) with high morta...

Jun 2026 42375528
Development and Validation of a Machine Learning Model to Prognosticate Hepatocellular Carcinoma.

BACKGROUND: Prognostic models for hepatocellular carcinoma (HCC) may have limited accuracy. We aimed...

(4)
Jun 2026 42311172
Automated extraction of colonoscopy quality indicators from free-text reports using a prompt-based large language model pipeline.

BACKGROUND AND AIMS: Artificial intelligence has increasingly enabled large-scale analysis of clinic...

Jun 2026 42313093
Research progress and challenges of multimodal deep learning models for prognosis of gastric cancer.

In the field of oncology research, patient data typically encompasses diverse multimodal characteris...

Jun 2026 42313224
Acute effects of cadmium and zinc on crayfish (Procambarus clarkii): insights from deep learning-based behavioral analysis and physiological assessments.

While the biochemical impacts of heavy metals on aquatic organisms are well-documented, quantitative...

Jun 2026 42314823
Human serum albumin profiling by top-down analysis enables multi-class liver fibrosis staging: a cross-platform validation study.

Chronic liver disease (CLD) affects millions worldwide, yet accurately staging its progression witho...

Jun 2026 42315548
Multifaceted role of histopathology in liver transplantation for hepatocellular carcinoma: A narrative review towards precision prognosis.

Hepatocellular carcinoma is a leading cause of cancer mortality globally. Liver transplantation is c...

Jun 2026 42281878
Building a Clinically Relevant and Technically Robust Synthetic Histopathology Dataset for Breast and Gastric Cancer.

Data scarcity, inter-institutional stain variability, and privacy constraints are major challenges i...

Jun 2026 42310241
High-throughput signal detection of hepatotoxic drug-drug interactions in hospitalized elderly patients: an NLP-driven pharmacovigilance study.

BACKGROUND: Elderly patients are highly susceptible to drug-drug interaction (DDI)-induced liver inj...

(1)
Jun 2026 42311091
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