AIMC Topic: Diabetic Foot

Clear Filters Showing 11 to 20 of 50 articles

The Central Role of Learning in Preventing Foot Complications in Persons With Diabetes: A Scoping Review.

Journal of clinical nursing Feb 25, 2025
BACKGROUND: Despite a variety of literature reviews, there is limited understanding of the learning strategies healthcare professionals use to help patients adopt and maintain effective foot care practices.
Patient Education as Topic Humans Diabetic Foot Learning
View on PubMed DOI

A feature explainability-based deep learning technique for diabetic foot ulcer identification.

Scientific reports Feb 25, 2025
Diabetic foot ulcers (DFUs) are a common and serious complication of diabetes, presenting as open sores or wounds on the sole. They result from impaired blood circulation and neuropathy associated with diabetes, increasing the risk of severe infectio...
Neural Networks, Computer Deep Learning Humans Diabetic Foot
View on PubMed DOI

Utilizing bioinformatics and machine learning to identify CXCR4 gene-related therapeutic targets in diabetic foot ulcers.

Frontiers in endocrinology Feb 7, 2025
BACKGROUND: Diabetic foot ulcers (DFUs) are a serious complication of diabetes mellitus that manifests as chronic, non-healing wounds that have a significant impact on patients quality of life. Identifying key molecular targets associated with DFUs c...
Databases, Genetic Wound Healing Gene Regulatory Networks Computational Biology Receptors, CXCR4 Diabetic Foot Humans Machine Learning Gene Expression Profiling Protein Interaction Maps
View on PubMed DOI

An explainable deep learning model for diabetic foot ulcer classification using swin transformer and efficient multi-scale attention-driven network.

Scientific reports Feb 3, 2025
Diabetic Foot Ulcer (DFU) is a severe complication of diabetes mellitus, resulting in significant health and socio-economic challenges for the diagnosed individual. Severe cases of DFU can lead to lower limb amputation in diabetic patients, making th...
Deep Learning Diabetic Foot Neural Networks, Computer Humans Algorithms
View on PubMed DOI

E-DFu-Net: An efficient deep convolutional neural network models for Diabetic Foot Ulcer classification.

Biomolecules & biomedicine Jan 14, 2025
The Diabetic Foot Ulcer (DFU) is a severe complication that affects approximately 33% of diabetes patients globally, often leading to limb amputation if not detected early. This study introduces an automated approach for identifying and classifying D...
Humans Neural Networks, Computer Diabetic Foot Deep Learning Convolutional Neural Networks
View on PubMed DOI

Advances in Machine Learning-Aided Thermal Imaging for Early Detection of Diabetic Foot Ulcers: A Review.

Biosensors Dec 13, 2024
The prevention and early warning of foot ulcers are crucial in diabetic care; however, early microvascular lesions are difficult to detect and often diagnosed at later stages, posing serious health risks. Infrared thermal imaging, as a rapid and non-...
Diabetic Foot Early Diagnosis Thermography Humans Machine Learning
View on PubMed DOI

A few-shot diabetes foot ulcer image classification method based on deep ResNet and transfer learning.

Scientific reports Dec 2, 2024
Diabetes foot ulcer (DFU) is one of the common complications of diabetes patients, which may lead to infection, necrosis and even amputation. Therefore, early diagnosis, classification of severity and related treatment are crucial for the patients. C...
Image Processing, Computer-Assisted Diabetic Foot Neural Networks, Computer Deep Learning Humans
View on PubMed DOI

SDC4 protein action and related key genes in nonhealing diabetic foot ulcers based on bioinformatics analysis and machine learning.

International journal of biological macromolecules Nov 17, 2024
Diabetic foot ulcers (DFU) is a complication associated with diabetes characterised by high morbidity, disability, and mortality, involving chronic inflammation and infiltration of multiple immune cells. We aimed to identify the critical genes in non...
Computational Biology Diabetic Foot Transcriptome Single-Cell Analysis Gene Expression Regulation Syndecan-4 Humans Machine Learning Gene Expression Profiling
View on PubMed DOI

Machine learning-driven discovery of novel therapeutic targets in diabetic foot ulcers.

Molecular medicine (Cambridge, Mass.) Nov 14, 2024
BACKGROUND: To utilize machine learning for identifying treatment response genes in diabetic foot ulcers (DFU).
Transcriptome Single-Cell Analysis Computational Biology Wound Healing Male Gene Expression Profiling Biomarkers Female Diabetic Foot Calcium-Binding Proteins Humans Machine Learning
View on PubMed DOI

DFUCare: deep learning platform for diabetic foot ulcer detection, analysis, and monitoring.

Frontiers in endocrinology Sep 23, 2024
INTRODUCTION: Diabetic foot ulcers (DFUs) are a severe complication among diabetic patients, often leading to amputation or even death. Early detection of infection and ischemia is essential for improving healing outcomes, but current diagnostic meth...
Algorithms Diabetic Foot Humans Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals