Endocrinology

Diabetes

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

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Showing 1723-1743 of 4,211 articles
Development and external validation of a machine learning model to predict diabetic nephropathy in T1DM patients in the real-world.

AIMS: Studies on machine learning (ML) for the prediction of diabetic nephropathy (DN) in type 1 dia...

Nov 2024 39527297
Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy.

BACKGROUND: Diabetic retinopathy (DR), a prevalent complication in patients with type 2 diabetes, ha...

(1)
Nov 2024 39529110
Enhancing type 2 diabetes mellitus prediction by integrating metabolomics and tree-based boosting approaches.

BACKGROUND: Type 2 diabetes mellitus (T2DM) is a global health problem characterized by insulin resi...

(1)
Nov 2024 39588339
Predictive modeling of gestational weight gain: a machine learning multiclass classification study.

BACKGROUND: Gestational weight gain (GWG) is a critical factor influencing maternal and fetal health...

Nov 2024 39516752
Circulating endothelial progenitor cells and inflammatory markers in type 1 diabetes after an acute session of aerobic exercise.

OBJECTIVE: To determine circulating endothelial progenitor cells (EPC) counts and levels of inflamma...

Nov 2024 39876965
Multi-lesion segmentation guided deep attention network for automated detection of diabetic retinopathy.

Accurate multi-lesion segmentation together with automated grading on fundus images played a vital r...

Nov 2024 39504782
Screening of CAD-related secretory genes associated with type II diabetes based on comprehensive bioinformatics analysis and machine learning.

BACKGROUND: Type II diabetes mellitus (T2DM) is strongly linked with a heightened risk of coronary a...

Nov 2024 39501130
Application of tongue image characteristics and oral-gut microbiota in predicting pre-diabetes and type 2 diabetes with machine learning.

BACKGROUND: This study aimed to characterize the oral and gut microbiota in prediabetes mellitus (Pr...

Nov 2024 39559704
Development and validation of a machine learning model for predicting drug-drug interactions with oral diabetes medications.

Diabetes management is often complicated by comorbidities, requiring complex medication regimens tha...

Nov 2024 39489198
Pioneering diabetes screening tool: machine learning driven optical vascular signal analysis.

The escalating prevalence of diabetes mellitus underscores the critical need for non-invasive screen...

Nov 2024 39437808
An enhanced machine learning algorithm for type 2 diabetes prognosis with a detailed examination of Key correlates.

This study aimed to construct a high-performance prediction and diagnosis model for type 2 diabetic ...

Nov 2024 39487189
Advances in Imaging-Based Machine Learning and Therapeutic Technology in the Management of Retinal Diseases.

Retinal conditions like age-related macular degeneration (AMD), diabetic retinopathy, central serous...

Nov 2024 39596978
Predictive performance of machine learning models for kidney complications following coronary interventions: a systematic review and meta-analysis.

BACKGROUND: Acute kidney injury (AKI) and contrast-induced nephropathy (CIN) are common complication...

Oct 2024 39477885
Physiological model-based machine learning for classifying patients with binge-eating disorder (BED) from the Oral Glucose Tolerance Test (OGTT) curve.

BACKGROUND AND OBJECTIVE: Binge eating disorder (BED) is the most frequent eating disorder, often co...

Oct 2024 39509761
Prediction of Incident Diabetic Retinopathy in Adults With Type 1 Diabetes Using Machine Learning Approach: An Exploratory Study.

BACKGROUND: Early detection and intervention are crucial for preventing vision-threatening diabetic ...

Oct 2024 39465559
mHPpred: Accurate identification of peptide hormones using multi-view feature learning.

Peptide hormones were first used in medicine in the early 20th century, with the pivotal event being...

Oct 2024 39442438
Improving Clinical Preparedness: Community Health Nurses and Early Hypoglycemia Prediction in Type 2 Diabetes Using Hybrid Machine Learning Techniques.

OBJECTIVES: The aim of the study was to analyze the data of diabetic patients regarding warning sign...

(1)
Oct 2024 39439209
A machine learning tool for identifying newly diagnosed heart failure in individuals with known diabetes in primary care.

AIMS: We aimed to create a predictive model utilizing machine learning (ML) to identify new cases of...

(1)
Oct 2024 39428319
Grading of diabetic retinopathy using a pre-segmenting deep learning classification model: Validation of an automated algorithm.

PURPOSE: To validate the performance of autonomous diabetic retinopathy (DR) grading by comparing a ...

Oct 2024 39425597
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