Gastroenterology

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

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Machine Learning-assisted Prediction of Fluid Overload and Its Nursing Implications in Patients With Acute Pancreatitis.

Fluid overload (FO) is a critical complication in acute pancreatitis (AP), contributing to prolonged...

Apr 2026 41926460
Explainable Prediction of ICU Transfer in Acute Pancreatitis: A Neural Network Model With SHAP Interpretability for Clinical Decision Support.

OBJECTIVE: Acute pancreatitis (AP) is a life-threatening disorder commonly observed in emergency dep...

Apr 2026 40986596
Predictive Value of Machine Learning for Mortality Risk in Acute Pancreatitis: A Systematic Review and Meta-Analysis.

BACKGROUND: Acute pancreatitis (AP), a common acute abdominal disease, has a high mortality rate in ...

(1)
Apr 2026 41397146
Risk Prediction Models for Post-Endoscopic Retrograde Cholangiopancreatography Pancreatitis: A Systematic Review and Meta-Analysis.

BACKGROUND: Endoscopic retrograde cholangiopancreatography (ERCP) serves as an essential procedure f...

Apr 2026 41405282
Early Prediction of Hepatic Decompensation in Cirrhosis Using Optimised XGBoost Models at the Initial Outpatient Hepatology Visit.

BACKGROUND AND AIMS: Hepatic decompensation represents a critical transition in cirrhosis, leading t...

(1)
Apr 2026 41731684
Risk factors and early clinical outcomes of acute pancreatitis: A retrospective case series from Kyrgyzstan.

BACKGROUND: Acute pancreatitis (AP) is a common gastrointestinal emergency characterized by unpredic...

Apr 2026 41761807
A Unified Deep Learning Framework for Liver MR Elastography Postprocessing: Proof-of-Concept Study.

Magnetic resonance elastography (MRE) enables non-invasive quantification of liver stiffness and pla...

(1)
Apr 2026 41800652
DILIConsult: A Multi-Agent Large Language Model Framework for Evaluating Drug-Induced Liver Injury in ICU Settings.

BACKGROUND: Large language models (LLMs) can support clinical decision-making by parsing databases a...

(1)
Apr 2026 41826786
Priorities for advancing artificial intelligence in inflammatory bowel disease: a technology update.

Artificial intelligence (AI), encompassing various methods that enable computers to process complex ...

(1)
Apr 2026 41862229
Multicentre Evaluation of an AI-Assisted Urine Test for Clinically Significant Prostate Cancer in Men Undergoing Initial Biopsy.

The Extracellular Vesicles Gene-based Prostate Score (EGPS), powered by DeepSeek, is an artificial i...

(2)
Apr 2026 41877634
CT data harmonization via learned virtual monoenergetic imaging for cross-kV scan translation and radiomics reproducibility.

BACKGROUND: Radiomics extracts quantitative imaging features from computed tomography (CT) data for ...

Apr 2026 41881591
Integrative Analysis Combining Machine Learning and Functional Experiments Uncovers ISG15 As a Key Determinant of Cisplatin Resistance in Gastric Cancer.

BACKGROUND/AIM: Cisplatin resistance remains a major obstacle in advanced gastric cancer (GC). This ...

Apr 2026 41895760
Usefulness of Artificial Intelligence for Surgical Support in Robot-assisted Distal Pancreatectomy: A Preliminary Case Report.

BACKGROUND/AIM: The incidence of postoperative complications in minimally-invasive surgery for pancr...

(1)
Apr 2026 41895782
Deep Learning for Automated Tumor Segmentation of Rectal Cancer on T2-Weighted Magnetic Resonance Images.

PURPOSE: To develop a deep learning (DL)-based automated segmentation model for rectal cancer on T2-...

Apr 2026 41914320
Artificial intelligence in gastroenterology clinical practice: Scoping review of large language model applications.

BACKGROUND: Advances in artificial intelligence have brought renewed attention to tools that can wor...

Mar 2026 41921370
A metabolite-augmented FIB-4 machine learning panel achieves superior liver fibrosis staging in chronic liver disease.

Accurate, non-invasive liver fibrosis detection is essential for chronic liver disease management, p...

Mar 2026 41923623
X-LAT-Net: An Interpretable Lightweight Axial Transformer Network for Pancreatic CT Segmentation.

Accurate segmentation of the pancreas in CT images is notoriously difficult due to its deep-seated a...

Mar 2026 41915536
Perspectives from machine learning and multi-omics to decoding the effects of VDAC2 malignant subsets on tumor evolution.

VDAC2's known role in cancer and immune regulation via enhancing the CD8+ T cell-mediated killing, a...

(1)
Mar 2026 41917254
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