Gastroenterology

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

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Novel machine learning models for the prediction of acute respiratory distress syndrome after liver transplantation.

Early prediction of acute respiratory distress syndrome (ARDS) after liver transplantation (LT) faci...

May 2025 40495930
Enhancing liver disease diagnosis with hybrid SMOTE-ENN balanced machine learning models-an empirical analysis of Indian patient liver disease datasets.

INTRODUCTION: The liver is one of the vital organs of human body that performs some of the most cruc...

May 2025 40495970
Recent progress in surgical treatment of cervical spine myelopathy - A narrative review.

Surgical techniques and technology for cervical spondylotic myelopathy (CSM) have demonstrated remar...

May 2025 40529237
Machine learning-driven prognostic model based on sphingolipid-related gene signature in pancreatic cancer: development and validation.

BACKGROUND: Pancreatic cancer, a highly malignant tumor with poor prognosis, lacks effective early d...

May 2025 40530146
Applications of artificial intelligence in abdominal imaging.

The rapid advancements in artificial intelligence (AI) carry the promise to reshape abdominal imagin...

May 2025 40418375
The extent of Skeletal muscle wasting in prolonged critical illness and its association with survival: insights from a retrospective single-center study.

OBJECTIVE: Muscle wasting in critically ill patients, particularly those with prolonged hospitalizat...

May 2025 40419978
Identification of autophagy-related genes in intestinal ischemia-reperfusion injury and their role in immune infiltration.

BACKGROUND: Intestinal ischemia-reperfusion (II/R) injury is a serious condition characterized by hi...

May 2025 40491449
Clinical significance of risk factor analysis in pancreatic cancer by using supervised model of machine learning.

INTRODUCTION: Pancreatic cancer (PC) poses a significant global health challenge due to its aggressi...

May 2025 40491770
Developing a predictive model for septic shock risk in acute pancreatitis patients using interpretable machine learning algorithms.

BACKGROUND: Septic shock is a severe complication of acute pancreatitis (AP), often associated with ...

May 2025 40433305
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
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