Gastroenterology

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

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A Scoping Review of Endoscopic Assessment Considering Disease Extent in Ulcerative Colitis: Insights for the Artificial Intelligence Era.

Conventional endoscopic indices for ulcerative colitis (UC) primarily assess the most severely affec...

Jun 2026 42270324
Data-Informed Intuition in Hepatology: Integrating Evidence, Context, and Clinical Reasoning.

Artificial intelligence and data-driven models are changing hepatology, but expert clinical judgment...

Jun 2026 42270325
Quantification of Histotripsy Dosage Using Machine Learning-Enhanced Ultrasound Imaging Analysis: Correlation with Histological Outcomes.

RATIONALE AND OBJECTIVES: Histotripsy is a noninvasive ultrasound therapy that mechanically disrupts...

Jun 2026 42270524
Differentiating malignancy from liver parenchyma in Ex-Vivo OCT images using anomaly detection.

Primary liver cancer and colorectal liver metastases (CRLM) pose significant challenges, because of ...

Jun 2026 42270745
AI-assisted improvement of endoscopic diagnosis of ampullary lesions.

Ampullary neoplasms are often challenging to detect during forward-viewing esophagogastroduodenoscop...

(2)
Jun 2026 42270861
Dual-substrate SERS strategy combined with 3D AgNPs substrate for minimally invasive screening and staging of liver cancer.

BACKGROUND: Liver cancer (LC) is one of the most prevalent and deadly malignancies worldwide, and ea...

Jun 2026 42567570
LightGastroFormer: a lightweight multi-resolution transformer for gastrointestinal disease classification.

In order to promote early diagnosis and lessen the workload of doctors during endoscopic and capsule...

Jun 2026 42265313
Artificial Intelligence Applications in Endoscopic Sleeve Gastroplasty: A Systematic Review of Preliminary Evidence.

INTRODUCTION: Endoscopic Sleeve Gastroplasty (ESG) is an established minimally invasive bariatric in...

Jun 2026 42265407
Comparative evaluation and selection of optimal QSAR-based machine learning model for liver toxicity prediction.

Drug induced liver toxicity remains the most common cause of acute liver failure. Conventional toxic...

Jun 2026 42265490
mFLIP: metabolic flux interval prediction.

BACKGROUND: Understanding cellular metabolism often involves an accurate estimation of metabolic flu...

Jun 2026 42265586
Identifying communities at elevated risk of hepatitis C infection in Los Angeles County: an ecological study using machine learning.

BACKGROUND: Identifying communities disproportionately affected by hepatitis C infection is essentia...

(1)
Jun 2026 42265658
Multi-omics reveals fibroblast subtypes with distinct roles in inflammatory bowel disease.

BACKGROUND: Inflammatory bowel disease (IBD) is a chronic inflammatory disorder of the gastrointesti...

Jun 2026 42265813
A Novel Blood-Based Screening Test for Colorectal Cancer Using Raman Spectroscopy.

BACKGROUND: Label-free vibrational spectroscopic techniques (Raman spectroscopy) combined with machi...

Jun 2026 42265893
Artificial intelligence in inflammatory bowel disease: From current evidence, clinical translation, and the road to precision medicine.

Artificial intelligence (AI) is rapidly transforming healthcare, supporting disease management and e...

Jun 2026 42268244
Fully automated detection of pancreaticobiliary maljunction based on 3D magnetic resonance cholangiopancreatography using deep learning.

INTRODUCTION: Pancreaticobiliary maljunction (PBM) is closely related to biliary tract cancer. The e...

Jun 2026 42263040
OralAbsPredict: A data-driven framework to predict human intestinal absorption (HIA) and human oral bioavailability (HOB) from chemical structures.

Oral absorption is a key pharmacokinetic process for orally administered drugs, determining therapeu...

(1)
Jun 2026 42263584
Machine learning model to identify gut microbiome-derived metabolites as potential biomarkers of autism spectrum disorder: a pilot study.

Autism Spectrum Disorder (ASD) arises from complex and not yet completely understood interactions be...

Jun 2026 42260510
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