Endocrinology

Diabetes

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

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Showing 862-882 of 3,469 articles
Machine learning for high-risk hospitalization prediction in outpatient individuals with diabetes at a tertiary hospital.

OBJECTIVE: To characterize, via a predictive model using real-world data, patients with diabetes wit...

Apr 2025 40232166
Detection of diabetic macular oedema patterns with fine-grained image categorisation on optical coherence tomography.

PURPOSE: To develop an artificial intelligence (AI) system for detecting pathological patterns of di...

Apr 2025 40234063
Rapid diagnosis of membranous nephropathy based on kidney tissue Raman spectroscopy and deep learning.

Membranous nephropathy (MN) is one of the most common glomerular diseases. Although the diagnostic m...

Apr 2025 40234682
A deep learning approach for blood glucose monitoring and hypoglycemia prediction in glycogen storage disease.

Glycogen storage disease (GSD) is a group of rare inherited metabolic disorders characterized by abn...

Apr 2025 40234688
Comparative study of XGBoost and logistic regression for predicting sarcopenia in postsurgical gastric cancer patients.

The use of machine learning (ML) techniques, particularly XGBoost and logistic regression, to predic...

Apr 2025 40229548
Artificial intelligence for early detection of diabetes mellitus complications via retinal imaging.

BACKGROUND: Diabetes mellitus (DM) increases the risk of vascular complications, and retinal vascula...

Apr 2025 40224528
Privacy-preserving federated learning for collaborative medical data mining in multi-institutional settings.

Ensuring data privacy in medical image classification is a critical challenge in healthcare, especia...

Apr 2025 40217112
Optimizing Diabetic Retinopathy Screening at Primary Health Centres in India: A Cost-Effectiveness Analysis.

BACKGROUND: The eye care package under the Ayushman Bharat comprehensive primary healthcare programm...

Apr 2025 40205319
Prediction of retinopathy of prematurity development and treatment need with machine learning models.

BACKGROUND: To evaluate the effectiveness of machine learning (ML) models in predicting the occurren...

Apr 2025 40211206
Construction and validation of a deep learning-based diagnostic model for segmentation and classification of diabetic foot.

OBJECTIVE: This study aims to conduct an in-depth analysis of diabetic foot ulcer (DFU) images using...

Apr 2025 40270716
Development and validation of Prediction models for radiation-induced hypoglossal neuropathy in patients with nasopharyngeal carcinoma.

BACKGROUND AND PURPOSE: To establish predictive models for radiation-induced hypoglossal neuropathy ...

Apr 2025 40209855
Transfer learning and data augmentation for glucose concentration prediction from colorimetric biosensor images.

A deep learning algorithm is introduced to accurately predict glucose concentrations using colorimet...

Apr 2025 40199789
Machine learning algorithms for diabetic kidney disease risk predictive model of Chinese patients with type 2 diabetes mellitus.

BACKGROUND: Diabetic kidney disease (DKD) is a common and serious complication of diabetic mellitus ...

Apr 2025 40195601
An effective PO-RSNN and FZCIS based diabetes prediction and stroke analysis in the metaverse environment.

Chronic disease (CD) like diabetes and stroke impacts global healthcare extensively, and continuous ...

Apr 2025 40185954
Generating evidence to support the role of AI in diabetic eye screening: considerations from the UK National Screening Committee.

Screening for diabetic retinopathy has been shown to reduce the risk of sight loss in people with di...

Apr 2025 40185647
Identification of biomarkers related to iron death in diabetic kidney disease based on machine learning algorithms.

BACKGROUND: While ferroptosis has been recognised for its key role in tumour development, its involv...

Apr 2025 40172091
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