Gastroenterology

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

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RCPE in association with the American College of Gastroenterology and the Scottish Society of Gastroenterology - Gastroenterology: A global perspective.

On 6 November 2024, the Royal College of Physicians of Edinburgh (RCPE) hosted its annual gastroente...

Apr 2025 40219669
Integrated multi-omics analysis and machine learning refine molecular subtypes and clinical outcome for hepatocellular carcinoma.

The high morbidity and mortality of hepatocellular carcinoma (HCC) impose a substantial economic bur...

Apr 2025 40221783
The efficacy and toxicity equilibrium of emodin for liver injury: A bidirectional meta-analysis and machine learning.

BACKGROUND: Emodin, a hepatoprotective agent derived from various herbs, exhibits dual effects on li...

Apr 2025 40339537
Future prospects of deep learning in esophageal cancer diagnosis and clinical decision support (Review).

Esophageal cancer (EC) is one of the leading causes of cancer-related mortality worldwide, still fac...

Apr 2025 40271007
Deep Learning Methods in the Imaging of Hepatic and Pancreaticobiliary Diseases.

Reports indicate a growing role for artificial intelligence (AI) in the evaluation of pancreaticobil...

Apr 2025 40193287
Assessment of POPs in foods from western China: Machine learning insights into risk and contamination drivers.

Persistent organic pollutants (POPs), including PCDD/Fs, PCBs, and PBDEs, are major environmental an...

Apr 2025 40250238
Evaluating the dosimetric and positioning accuracy of a deep learning based synthetic-CT model for liver radiotherapy treatment planning.

An MRI-only workflow requires synthetic computed tomography (sCT) images to enable dose calculation....

Apr 2025 40174606
Characterization of fibrotic liver tissue microstructure for predicting shear wave speed variability: a machine-learning-based computational study.

This study aimed to establish a link between the microstructure of simulated fibrotic liver tissues ...

Apr 2025 40185126
Predicting metabolic dysfunction associated steatotic liver disease using explainable machine learning methods.

Early and accurate identification of patients at high risk of metabolic dysfunction-associated steat...

Apr 2025 40216893
Machine learning-based integration reveals reliable biomarkers and potential mechanisms of NASH progression to fibrosis.

Non-alcoholic fatty liver disease (NAFLD) affects about 25% of adults worldwide. Its advanced form, ...

Apr 2025 40217090
A machine learning approach to risk-stratification of gastric cancer based on tumour-infiltrating immune cell profiles.

BACKGROUND: Gastric cancer (GC) is a highly heterogeneous disease, and the response of patients to c...

Apr 2025 40208029
Preclinical evidence construction for epigallocatechin-3-gallate against non-alcoholic fatty liver disease: a meta-analysis and machine learning study.

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) has emerged as a significant health concern wo...

Apr 2025 40327947
Development of an explainable prediction model for portal vein system thrombosis post-splenectomy in patients with cirrhosis.

BACKGROUND: Portal vein system thrombosis (PVST) is a common and potentially life-threatening compli...

Apr 2025 40216454
Habitat Radiomics Based on MRI for Predicting Metachronous Liver Metastasis in Locally Advanced Rectal Cancer: a Two‑center Study.

RATIONALE AND OBJECTIVES: This study aimed to explore the feasibility of using habitat radiomics bas...

Apr 2025 40204586
Novel deep learning algorithm based MRI radiomics for predicting lymph node metastases in rectal cancer.

To explore the value of applying the MRI-based radiomic nomogram for predicting lymph node metastasi...

Apr 2025 40204902
An artificial intelligence model utilizing endoscopic ultrasonography for differentiating small and micro gastric stromal tumors from gastric leiomyomas.

BACKGROUND: Gastric stromal tumors (GSTs) and gastric leiomyomas (GLs) represent the primary subtype...

Apr 2025 40205374
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