Gastroenterology

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

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Classification of Irritable Bowel Syndrome Using Brain Functional Connectivity Strength and Machine Learning.

BACKGROUND: Irritable Bowel Syndrome (IBS) is a prevalent condition characterized by dysregulated br...

(2)
Jan 2025 39752374
Computer-aided diagnosis of hepatic cystic echinococcosis based on deep transfer learning features from ultrasound images.

Hepatic cystic echinococcosis (HCE), a life-threatening liver disease, has 5 subtypes, i.e., single-...

(2)
Jan 2025 39753933
Machine learning based identification of an amino acid metabolism related signature for predicting prognosis and immune microenvironment in pancreatic cancer.

BACKGROUND: Pancreatic cancer is a highly aggressive neoplasm characterized by poor diagnosis. Amino...

(2)
Jan 2025 39754071
Deep-Learning-Based Reconstruction of Single-Breath-Hold 3 mm HASTE Improves Abdominal Image Quality and Reduces Acquisition Time: A Quantitative Analysis.

Breath-hold T2-weighted half-Fourier acquisition single-shot turbo spin echo (HASTE) magnetic reson...

(1)
Jan 2025 39851946
Automated CAD system for early detection and classification of pancreatic cancer using deep learning model.

Accurate diagnosis of pancreatic cancer using CT scan images is critical for early detection and tre...

Jan 2025 39752442
Prediction of early postoperative recurrence of hepatocellular carcinoma by habitat analysis based on different sequence of contrast-enhanced CT.

AIM: To develop a habitat imaging method for preoperative prediction of early postoperative recurren...

Jan 2025 39830646
Quantifying the contributions of factors to bioaccessible Cd and Pb in soil using machine learning.

The bioaccessibility of cadmium (Cd) and lead (Pb) in the gastrointestinal tract is crucial for heal...

Jan 2025 39787925
Fibrosis and inflammatory activity diagnosis of chronic hepatitis C based on extreme learning machine.

The traditional diagnosis of chronic hepatitis C usually relies on liver biopsy. Diagnosing chronic ...

Jan 2025 39747413
Noninvasive diagnosis of significant liver fibrosis in patients with chronic hepatitis B using nomogram and machine learning models.

This study aims to construct and validate noninvasive diagnosis models for evaluating significant li...

Jan 2025 39753697
Development of Time-Aggregated Machine Learning Model for Relapse Prediction in Pediatric Crohn's Disease.

INTRODUCTION: Pediatric Crohn's disease (CD) easily progresses to an active disease compared with ad...

Jan 2025 39569890
F-18 FDG PET/CT based Preoperative Machine Learning Prediction Models for Evaluating Regional Lymph Node Metastasis Status of Patients with Colon Cancer.

OBJECTIVE: This study aimed to develop a simple machine-learning model incorporating lymph node meta...

(1)
Jan 2025 39873989
Machine Learning-Based Pathomics Model Predicts Angiopoietin-2 Expression and Prognosis in Hepatocellular Carcinoma.

Angiopoietin-2 (ANGPT2) shows promise as prognostic marker and therapeutic target in hepatocellular ...

Dec 2024 39746507
Enhancing bowel sound recognition with self-attention and self-supervised pre-training.

Bowel sounds, a reflection of the gastrointestinal tract's peristalsis, are essential for diagnosing...

(1)
Dec 2024 39739653
Identification of O-glycosylation related genes and subtypes in ulcerative colitis based on machine learning.

Ulcerative colitis (UC) is an immune-related inflammatory bowel disease, with its underlying mechani...

Dec 2024 39739658
Machine Learning Prediction of Early Recurrence in Gastric Cancer: A Nationwide Real-World Study.

BACKGROUND: Patients with gastric cancer (GC) who experience early recurrence (ER) within 2 years po...

(2)
Dec 2024 39738899
[Telemedicine and AI-supported diagnostics in the daily routine of visceral medicine].

Advances in telemedicine, exemplified by augmented reality (AR) and virtual reality (VR), are rapidl...

(1)
Dec 2024 39738552
Analysis of diagnostic genes and molecular mechanisms of Crohn's disease and colon cancer based on machine learning algorithms.

Crohn's disease (CD) is a chronic inflammatory bowel condition, and colon adenocarcinoma (COAD), as ...

Dec 2024 39738398
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