Gastroenterology

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

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WBT-DC pipeline: a cross-cohort and cross-platform disease classification pipeline based on whole-blood transcriptomics.

BACKGROUND: Machine-learning models based on tissue transcriptomic data are powerful tools for disea...

May 2026 42116144
Prediction of Acute Liver Injury Trajectory in Patients Following Acetaminophen Overdose: A Multibiomarker Machine Learning Proof-of-Concept Study.

Clinical translation of novel therapies can be hindered by heterogeneity-driven sample size inflatio...

May 2026 42109121
Assessing the Reliability of MRI and CT Scans for Liver Volume Estimation in Patients Undergoing Liver Transplantation.

OBJECTIVE: Magnetic resonance imaging (MRI) and computed tomography (CT) are commonly used to measur...

May 2026 42112599
Zwitterionic Lipid Nanotherapeutics from Mulberry for Oral Treatment of Diabetic Colitis.

Diabetic colitis is a severe gastrointestinal complication of type 2 diabetes, which presents the ke...

May 2026 42112609
Percutaneous endoscopic interlaminar discectomy in patients with lumbar disc herniation: risk factors and thresholds for adverse outcomes.

BACKGROUND: Percutaneous endoscopic interlaminar discectomy (PEID) is a common surgical technique fo...

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May 2026 42113236
Identification of PTPRR gene associated with cirrhosis and sarcopenia based on bioinformatics and machine learning.

BACKGROUND: Cirrhosis and sarcopenia frequently coexist and are associated with poor clinical outcom...

May 2026 42115738
Innovations in Gastric Cancer Surgery During Early Minimally Invasive Era and Future Perspectives.

The landscape of gastric cancer surgery has undergone remarkable transformation, evolving from tradi...

May 2026 42495673
Single-cell and bulk omics uncover fibroblast heterogeneity and HSPH1 as a key driver in Barrett's esophagus to esophageal adenocarcinoma progression.

BACKGROUND: Esophageal adenocarcinoma (EAC) is a highly aggressive malignancy with poor prognosis, o...

May 2026 42108450
Dynamic machine learning model integrating resting energy expenditure for predicting postoperative complications after gastrectomy for gastric cancer.

PURPOSE: To investigate whether perioperative resting energy expenditure (REE) dynamics improve pred...

May 2026 42107025
STAID: A Self-Refining Deep Learning Framework for Spatial Cell-Type Deconvolution with Biologically Informed Modeling.

Spatial transcriptomics provides high-throughput measurement of gene expression while retaining spat...

May 2026 42107049
Clinician engagement shapes the impact of AI-based ECG screening for chronic liver disease in primary care.

Artificial intelligence (AI)-based screening tools show promise for early identification of chronic ...

May 2026 42106573
A human-AI collaborative workflow for improved gross tumor volume delineation in esophageal cancer radiotherapy.

BACKGROUND: Esophageal cancer tumors exhibit complex and variable distribution. Due to differences i...

May 2026 42106675
Exploring the prognostic role of senescence-related genes in gastric cancer through multi-omics integration and machine learning.

Cellular senescence plays a context-dependent role in gastric cancer (GC), functioning both through ...

May 2026 42106891
Deep learning based on CD3 histological slides for prediction of colon cancer outcome: analysis of three international stage III colon cancer cohorts.

Prognostic stratification in stage III colon cancer remains poor, despite treatment advances. Tumor-...

May 2026 42100890
Deep learning reconstruction for liver DWI: impact on image quality and ADC quantification.

PURPOSE: To assess the image quality, apparent diffusion coefficient (ADC) values, and lesion detect...

May 2026 42134117
Molecular basis of precision nutrition: Food components, microbiome-derived metabolites, and multi-omics modeling.

Metabolic disorders, including obesity, type 2 diabetes, metabolic syndrome, and fatty liver disease...

May 2026 42181960
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