Gastroenterology

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

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DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset

Pathologists comprehensive evaluation of donor liver biopsies provides crucial information for acc...

ClinBench-HPB: A Clinical Benchmark for Evaluating LLMs in Hepato-Pancreato-Biliary Diseases

Hepato-pancreato-biliary (HPB) disorders represent a global public health challenge due to their h...

Lightweight Relational Embedding in Task-Interpolated Few-Shot Networks for Enhanced Gastrointestinal Disease Classification

Traditional diagnostic methods like colonoscopy are invasive yet critical tools necessary for accu...

Harnessing Foundation Models for Robust and Generalizable 6-DOF Bronchoscopy Localization

Vision-based 6-DOF bronchoscopy localization offers a promising solution for accurate and cost-eff...

Federated Foundation Model for GI Endoscopy Images

Gastrointestinal (GI) endoscopy is essential in identifying GI tract abnormalities in order to det...

Federated Foundation Model for GI Endoscopy Images

Gastrointestinal (GI) endoscopy is essential in identifying GI tract abnormalities in order to det...

A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis

Endoscopic procedures are essential for diagnosing and treating internal diseases, and multi-modal...

Identification of novel therapeutic targets in hepatitis-B virus-associated membranous nephropathy using scRNA-seq and machine learning.

Hepatitis B Virus-associated membranous nephropathy (HBV-MN) significantly impacts renal health, par...

May 2025 40442195
Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology

Gastrointestinal (GI) diseases represent a clinically significant burden, necessitating precise di...

Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology

Gastrointestinal (GI) diseases represent a clinically significant burden, necessitating precise di...

GraftIQ: Hybrid multi-class neural network integrating clinical insight for multi-outcome prediction in liver transplant recipients.

Liver transplant recipients (LTRs) are at risk of graft injury, leading to cirrhosis and reduced sur...

May 2025 40436838
MedOrchestra: A Hybrid Cloud-Local LLM Approach for Clinical Data Interpretation

Deploying large language models (LLMs) in clinical settings faces critical trade-offs: cloud LLMs,...

Prostate Cancer Screening with Artificial Intelligence-Enhanced Micro-Ultrasound: A Comparative Study with Traditional Methods

Background and objective: Micro-ultrasound (micro-US) is a novel imaging modality with diagnostic ...

Dose calculation in nuclear medicine with magnetic resonance imaging images using Monte Carlo method.

In recent years, scientists have been trying to convert magnetic resonance imaging (MRI) images into...

May 2025 40293941
Sarcopenia and frailty: An in-depth analysis of the pathophysiology and effect on liver transplant candidates.

Cirrhosis represents the end stage of chronic liver disease, significantly reducing life expectancy ...

May 2025 40501460
Bibliometrics of artificial intelligence applications in hepatobiliary surgery from 2014 to 2024.

BACKGROUND: In recent years, the rapid development of artificial intelligence (AI) in hepatobiliary ...

May 2025 40502490
Identifying shared hub genes in LIRI and MASLD through bioinformatics analysis and machine learning.

Patients with metabolic dysfunction-associated steatotic liver disease (MASLD) are more susceptible ...

May 2025 40425614
Saliva-derived transcriptomic signature for gastric cancer detection using machine learning and leveraging publicly available datasets.

Saliva, a non-invasive, self-collected liquid biopsy, holds promise for early gastric cancer (GC) sc...

May 2025 40425785
Machine learning models for predicting in-hospital mortality from acute pancreatitis in intensive care unit.

BACKGROUND: Acute pancreatitis (AP) represents a critical medical condition where timely and precise...

May 2025 40426158
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