Gastroenterology

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

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An interpretable XGboost algorithm for predicting 30-day mortality in acute pancreatitis using routine biomarkers.

OBJECTIVE: To develop and validate a machine learning (ML) algorithm for predicting 30-day mortality...

Jun 2026 42350973
Selection of proper artificial intelligence techniques developed for CT scan image analysis of liver cancer using fuzzy AHP-TOPSIS.

OBJECTIVE: Comprehensive identification and prioritization of developed artificial intelligence meth...

Jun 2026 42351048
Development and pilot evaluation of a large language model-based clinical simulation system for medical education in gastroenterology.

BACKGROUND: Medical education relies on experience to develop clinical reasoning skills, yet patient...

Jun 2026 42351097
Dynamic gut microbiota shift in chronic liver disease progression: machine learning models and the E/Er ratio as a predictive biomarker.

BACKGROUND: Chronic liver disease (CLD) and its progression to compensated cirrhosis (CC), decompens...

(4)
Jun 2026 42351186
A conceptual agentic AI architecture for MASLD-associated significant fibrosis in primary care.

Metabolic dysfunction-associated steatotic liver disease (MASLD) is highly prevalent yet often under...

(2)
Jun 2026 42348555
Explainable machine learning models predict liver fibrosis risk and outcome in the general population: Development and multi-cohort external validation.

BACKGROUND: Significant liver fibrosis is often clinically silent but predicts adverse outcomes. We ...

(2)
Jun 2026 42365707
Integrative transcriptomic and CRISPR dependency analysis identifies hepatoblastoma-specific essential genes and actionable vulnerabilities.

BACKGROUND: Hepatoblastoma (HB) is the most common primary liver malignancy in childhood, yet its mo...

Jun 2026 42385356
Human donor liver viability evaluation with polarization-sensitive optical coherence tomography.

Human liver transplantation is constrained by a critical shortage of viable donor livers. In respons...

Jun 2026 42341084
Decoding fibrosis: Transcriptomic and clinical insights via AI-derived collagen deposition phenotypes in MASLD.

Histological assessment is foundational to multi-omics studies of liver disease, yet conventional fi...

Jun 2026 42341328
Artificial intelligence in endoscopic prediction of submucosal invasion in gastric neoplasms: systematic review and meta-analysis.

BACKGROUND: Accurate assessment of Submucosal (SM) invasion in gastric neoplasms is vital for curati...

Jun 2026 42341436
Inflammation-mediated diabetes-liver disease cross-organ crosstalk: From molecular mechanisms to precision therapeutic strategies.

The rising global prevalence of diabetes mellitus and its liver complications presents a significant...

Jun 2026 42342070
PANTHER Challenge Report: Cross-Domain Pancreatic Tumor Segmentation in Magnetic Resonance Imaging.

Accurate delineation of pancreatic tumors on Magnetic Resonance Imaging (MRI) is important for diagn...

Jun 2026 42349241
Ultrasound-assisted extraction for enhanced recovery and bioactivity of polyphenols from Tuber formosanum.

Tuber formosanum is a valuable edible and medicinal fungus, yet systematic research on the efficient...

(1)
Jun 2026 42361485
Efficacy and safety of multiple treatments for small hepatocellular carcinoma: an updated systematic review and component network meta analysis.

BACKGROUND: This is an updated component network meta-analysis to evaluate efficacy and safety of va...

Jun 2026 42382132
Forecasting monthly hepatitis B cases in China: a nationwide comparative study based on surveillance data.

BACKGROUND: Robust forecasting of hepatitis B trends is important for long-term surveillance and pub...

Jun 2026 42337522
Machine learning applications in the detection and treatment of esophageal cancer.

Esophageal cancer (EC) is a gastrointestinal malignancy associated with a poor prognosis worldwide. ...

Jun 2026 42334709
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