Gastroenterology

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

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Innovative construction and application of bile duct organoids: Unraveling the complexity of bile duct diseases and potential therapeutic strategies.

The biliary system is crucial for liver function, regulating bile production, secretion, and transpo...

Mar 2025 40074068
Enhancing pancreatic cancer diagnostics: Ensemble-based model for automated urine biomarker classification.

This research addresses the critical challenge of early detection in pancreatic ductal adenocarcinom...

Mar 2025 40068492
Predicting Liver-Related In Vitro Endpoints with Machine Learning to Support Early Detection of Drug-Induced Liver Injury.

Drug-induced liver injury (DILI) is a major cause of drug development failures and postmarket drug w...

Mar 2025 40064588
Trans-ancestral rare variant association study with machine learning-based phenotyping for metabolic dysfunction-associated steatotic liver disease.

BACKGROUND: Genome-wide association studies (GWAS) have identified common variants associated with m...

Mar 2025 40065360
Self-supervised learning reveals clinically relevant histomorphological patterns for therapeutic strategies in colon cancer.

Self-supervised learning (SSL) automates the extraction and interpretation of histopathology feature...

Mar 2025 40057490
Prognostic model for log odds of negative lymph node in locally advanced rectal cancer via interpretable machine learning.

No studies have examined the prognostic value of the log odds of negative lymph nodes/T stage (LONT)...

Mar 2025 40050297
Development of a MVI associated HCC prognostic model through single cell transcriptomic analysis and 101 machine learning algorithms.

Hepatocellular carcinoma (HCC) is an exceedingly aggressive form of cancer that often carries a poor...

Mar 2025 40055377
Development of a natural language processing algorithm to extract social determinants of health from clinician notes.

Disparities in access to the organ transplant waitlist are well-documented, but research into modifi...

Mar 2025 40057196
Advanced NLP-driven predictive modeling for tailored treatment strategies in gastrointestinal cancer.

Gastrointestinal cancer represents a significant health burden, necessitating innovative approaches ...

Mar 2025 40057234
An Ogilvie's syndrome: a rare case of large bowel pseudo-obstruction.

INTRODUCTION: Ogilvie's Syndrome (OS) is a rare but serious functional disorder characterized by dil...

Mar 2025 40050724
Controlling nutritional status score predicts posthepatectomy liver failure: an online interpretable machine learning prediction model.

BACKGROUND AND AIMS: Posthepatectomy liver failure (PHLF) remains a severe complication after hepate...

Mar 2025 40207517
Deep learning for hepatocellular carcinoma recurrence before and after liver transplantation: a multicenter cohort study.

Hepatocellular carcinoma (HCC) recurrence after liver transplantation (LT) is a major contributor to...

Mar 2025 40044774
Indication model for laparoscopic repeat liver resection in the era of artificial intelligence: machine learning prediction of surgical indication.

BACKGROUND: Laparoscopic repeat liver resection (LRLR) is still a challenging technique and requires...

Mar 2025 40090778
Predicting the complexity of minimally invasive liver resection for hepatocellular carcinoma using machine learning.

BACKGROUND: Despite technical advancements, minimally invasive liver surgery (MILS) for hepatocellul...

Mar 2025 40090780
Vision-language large learning model, GPT4V, accurately classifies the Boston Bowel Preparation Scale score.

INTRODUCTION: Large learning models (LLMs) such as GPT are advanced artificial intelligence (AI) mod...

Mar 2025 40037920
Factor enhanced DeepSurv: A deep learning approach for predicting survival probabilities in cirrhosis data.

BACKGROUND: Over the years, various models, including both traditional and machine learning models, ...

Mar 2025 40037171
Machine learning analysis identified NNMT as a potential therapeutic target for hepatocellular carcinoma based on PCD-related genes.

Programmed cell death (PCD) plays a critical role in cancer biology, influencing tumor progression a...

Mar 2025 40032894
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