Gastroenterology

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

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Assessing the diagnostic accuracy of ChatGPT-4 in the histopathological evaluation of liver fibrosis in MASH.

BACKGROUND: Large language models like ChatGPT have demonstrated potential in medical image interpre...

(1)
Apr 2025 40304570
Exploring the potential of machine learning in gastric cancer: prognostic biomarkers, subtyping, and stratification.

BACKGROUND: Advancements in the management of gastric cancer (GC) and innovative therapeutic approac...

Apr 2025 40307780
Machine learning-based prediction of postoperative pancreatic fistula after laparoscopic pancreaticoduodenectomy.

BACKGROUND: Clinically relevant postoperative pancreatic fistula (CR-POPF) following laparoscopic pa...

(3)
Apr 2025 40307833
ConsisTNet: a spatio-temporal approach for consistent anatomical localization in endoscopic pituitary surgery.

PURPOSE: Automated localization of critical anatomical structures in endoscopic pituitary surgery is...

Apr 2025 40299263
Development and validation of a novel chronic pancreatitis pathological grade based on artificial intelligence.

BACKGROUND: Effective chronic pancreatitis (CP) treatment requires accurate severity evaluation, but...

Apr 2025 40335378
Development and validation a radiomics combined clinical model predicts treatment response for esophageal squamous cell carcinoma patients.

PURPOSE: This study is aimed to develop and validate a machine learning model, which combined radiom...

(1)
Apr 2025 40301780
Deep neural networks reveal organic pollutants' dominance in global inflammatory bowel disease.

Inflammatory bowel disease (IBD) is increasing globally, with risk factors still poorly understood a...

Apr 2025 41177636
Machine Learning-Based Radiomics in Malignancy Prediction of Pancreatic Cystic Lesions: Evidence from Cyst Fluid Multi-Omics.

The malignant potential of pancreatic cystic lesions (PCLs) varies dramatically, leading to difficul...

Apr 2025 40289610
Artificial intelligence alert system based on intraluminal view for colonoscopy intubation.

Mucosal contact of the tip of colonoscopy causes red-out views, and more pressure may result in perf...

(3)
Apr 2025 40295756
Evaluation of Perioperative Cardiovascular Event Risk in Gastrointestinal Surgery - Predictive Modeling and Risk Stratification Using Machine Learning.

BACKGROUND: Preoperative risk assessment is very important to ensure surgical safety and predict pos...

(1)
Apr 2025 40268474
Analyzing factors influencing hospitalization costs for five common cancers in China using neural network models.

BACKGROUND: Malignant tumors are a major global health crisis, causing 25% of deaths in China, with ...

(1)
Apr 2025 40241623
Precision Strike Strategy for Liver Diseases Trilogy with Xiao-Chai-Hu Decoction: A Meta-Analysis with Machine Learning.

BACKGROUND AND PURPOSE: The progression from hepatitis to liver fibrosis (LF) and ultimately to hepa...

Apr 2025 40347886
Using deep learning generated CBCT contours for online dose assessment of prostate SABR treatments.

Prostate Stereotactic Ablative Body Radiotherapy (SABR) is an ultra-hypofractionated treatment where...

Apr 2025 40265325
Bald eagle-optimized transformer networks with temporal-spatial mid-level features for pancreatic tumor classification.

The classification and diagnosis of pancreatic tumors present significant challenges due to their in...

(3)
Apr 2025 40203846
Incorporation of explainable artificial intelligence in ensemble machine learning-driven pancreatic cancer diagnosis.

Despite the strides made in medical science, pancreatic cancer continues to be a threat, highlightin...

(2)
Apr 2025 40269234
Evaluating the performance of GPT-3.5, GPT-4, and GPT-4o in the Chinese National Medical Licensing Examination.

This study aims to compare and evaluate the performance of GPT-3.5, GPT-4, and GPT-4o in the 2020 an...

(1)
Apr 2025 40269046
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