Gastroenterology

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

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Showing 2563-2583 of 8,556 articles
Deep ensemble framework with Bayesian optimization for multi-lesion recognition in capsule endoscopy images.

In order to address the challenges posed by the large number of images acquired during wireless caps...

May 2025 40411689
Prognostic model identification of ribosome biogenesis-related genes in pancreatic cancer based on multiple machine learning analyses.

BACKGROUND: Pancreatic cancer is a highly aggressive cancer characterized by low survival rate. Enha...

May 2025 40411705
Developing a ground truth for a convolutional neural network-based segmentation of anatomical structures in endoscopic ear surgery videos.

OBJECTIVE: This study aimed to develop a ground truth for a convolutional neural network-based segme...

May 2025 40413937
Unmet needs in autoimmune liver diseases.

Autoimmune hepatitis, primary biliary cholangitis, and primary sclerosing cholangitis are well-defin...

May 2025 40414140
Leveraging automated machine learning to predict colon cancer prognosis from clinical features and risk groups: a retrospective cohort study.

BACKGROUND: Predicting colon cancer recurrence is crucial for determining the need for adjuvant ther...

May 2025 40480085
CDKN1A and EGR1 are key genes for endoplasmic reticulum stress-induced ferroptosis in MASH.

Metabolic dysfunction-associated steatohepatitis (MASH) is a complex liver disease whose pathogenesi...

May 2025 40414463
Recent advancement in size measurement during endoscopy.

Accurate lesion size measurement is essential in endoscopic practice as it influences treatment stra...

May 2025 40404570
Guideline-driven clinical decision support for colonoscopy patients using the hierarchical multi-label deep learning method.

BACKGROUND: Over 20 million colonoscopies are performed in China annually. An automatic clinical dec...

May 2025 40405345
Characteristic genes and immune infiltration analysis of gastric cancer based on bioinformatics analysis and machine learning.

BACKGROUND: Gastric cancer (GC), a common and deadly malignancy worldwide, is a serious burden on so...

May 2025 40407862
Mechanisms underlying obesity-malignancy connection: a systematic narrative review.

The association between obesity and cancer risk carries substantial public health ramifications as o...

(1)
May 2025 40408050
Development and validation of a hypoxemia prediction model in middle-aged and elderly outpatients undergoing painless gastroscopy.

Hypoxemia is a common complication associated with anesthesia in painless gastroscopy. With the agin...

May 2025 40410303
End-to-end prognostication in pancreatic cancer by multimodal deep learning: a retrospective, multicenter study.

OBJECTIVES: Pancreatic cancer treatment plans involving surgery and/or chemotherapy are highly depen...

May 2025 40410330
Evaluation of a deep-learning segmentation model for patients with colorectal cancer liver metastases (COALA) in the radiological workflow.

OBJECTIVES: For patients with colorectal liver metastases (CRLM), total tumor volume (TTV) is progno...

May 2025 40410643
Deep Learning and Radiomic Signatures Associated with Tumor Immune Heterogeneity Predict Microvascular Invasion in Colon Cancer.

RATIONALE AND OBJECTIVES: This study aims to develop and validate a deep learning radiomics signatur...

May 2025 40413149
Investigating the Mechanisms of Pazopanib-induced Hepatotoxicity: Insights from Network Toxicology, Microarray Analysis, and Machine Learning.

BACKGROUND: Pazopanib is an oral multi-kinase inhibitor that is effective in treating various tumors...

(1)
May 2025 40417760
Innate immune cell barrier-related genes inform precision prognosis in pancreatic cancer.

INTRODUCTION: Pancreatic cancer (PC) remains a lethal malignancy with limited treatment options. The...

May 2025 40486509
Cardiovascular, Kidney, Liver, and Metabolic Interactions in Heart Failure: Breaking Down Silos.

Over the past few decades, the rising burden of metabolic disease, including type 2 diabetes, predia...

May 2025 40403106
Computer-aided diagnosis of colorectal polyps: assisted or autonomous?

Computer-aided diagnosis (CADx) in colonoscopy aims to improve the accuracy of diagnosing small poly...

May 2025 40400307
Diagnostic risk prediction models for upper gastrointestinal cancers: A systematic review.

Upper gastrointestinal (UGI) cancers are often detected late. Risk prediction models could facilitat...

(1)
May 2025 40402037
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