Gastroenterology

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

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Enhancing pancreatic cancer detection in CT images through secretary wolf bird optimization and deep learning.

The pancreas is a gland in the abdomen that helps to produce hormones and digest food. The irregular...

Jun 2025 40473659
Multitask deep learning model based on multimodal data for predicting prognosis of rectal cancer: a multicenter retrospective study.

BACKGROUND: Prognostic prediction is crucial to guide individual treatment for patients with rectal ...

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Jun 2025 40474195
Deep learning model applied to real-time delineation of colorectal polyps.

BACKGROUND: Deep learning models have shown considerable potential to improve diagnostic accuracy ac...

Jun 2025 40468304
Artificial intelligence for early gastric cancer boundary recognition in NBI and nF-NBI endoscopic images.

OBJECTIVES: Precise delineation of early gastric cancer (EGC) margins is essential for complete rese...

Jun 2025 40452611
Interpretable machine learning model for predicting anastomotic leak after esophageal cancer surgery via LightGBM.

BACKGROUND: Postoperative anastomotic leakage (AL) is a severe complication following esophageal can...

Jun 2025 40452009
Anoikis in hepatocellular carcinoma: genetic alterations and immune microenvironment insights from single-cell and computational analysis.

BACKGROUND: Hepatocellular carcinoma (HCC) is characterized by high heterogeneity, and its molecular...

May 2025 40447878
Identification and Validation of Key Genes Involved in the Coupling of Mitochondria-Associated Endoplasmic Reticulum Membrane in Hemorrhoidal Disease.

BACKGROUND: Hemorrhoidal disease (HD) is the most prevalent rectal disorder, with various cellular p...

May 2025 40469970
One-Drop Serum Screening Test to Monitor Tissue Iron Accumulation.

Although iron is an essential element for vital body functions, iron overload (IO) is accompanied by...

May 2025 40446114
Comparative analysis of natural language processing methodologies for classifying computed tomography enterography reports in Crohn's disease patients.

Imaging is crucial to assess disease extent, activity, and outcomes in inflammatory bowel disease (I...

May 2025 40442294
Advantages of deep learning reconstruction algorithm in ultra-high-resolution CT for the diagnosis of pancreatic cystic neoplasm.

PURPOSE: This study aimed to evaluate the image quality and clinical utility of a deep learning reco...

May 2025 40445272
Unraveling the TEC-associated landscape in hepatocellular carcinoma: a comprehensive study based on multi-omics analyses.

The tumor microenvironment (TME) plays a pivotal role in tumor progression, immune evasion, and ther...

May 2025 40445439
Multi-center evaluation of radiomics and deep learning to stratify malignancy risk of IPMNs.

Distinguishing high-risk intraductal papillary mucinous neoplasms (IPMNs), pancreatic cysts requirin...

May 2025 40502758
Two decades of progress in gastric cancer peritoneal metastasis: a bibliometric perspective on molecular mechanisms and therapeutic innovations.

BACKGROUND: Gastric cancer (GC) is the fifth most common malignant tumor worldwide. The peritoneum i...

May 2025 40519309
Artificial intelligence in endoscopy and colonoscopy: a comprehensive bibliometric analysis of global research trends.

BACKGROUND: Artificial intelligence (AI) has revolutionized the field of gastroenterology, particula...

May 2025 40520787
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