AIMC Topic: Diabetic Foot

Clear Filters Showing 31 to 40 of 50 articles

A novel approach for diabetic foot diagnosis: Deep learning-based detection of lower extremity arterial stenosis.

Diabetes research and clinical practice Dec 2, 2023
PURPOSE OF THE STUDY: Assessing the lower extremity arterial stenosis scores (LEASS) in patients with diabetic foot ulcer (DFU) is a challenging task that requires considerable time and efforts from physicians, and it may yield varying results. The p...
Humans Lower Extremity Constriction, Pathologic Diabetic Foot Deep Learning Diabetes Mellitus Algorithms
View on PubMed DOI

A Machine Learning Model for Prediction of Amputation in Diabetics.

Journal of diabetes science and technology Dec 8, 2022
BACKGROUND: Diabetic foot ulcer (DFU) and the resulting lower extremity amputation are associated with a poor survival prognosis. The objective of this study is to generate a model for predicting the probability of major amputation in hospitalized pa...
Diabetic Foot Amputation, Surgical Female Decision Trees Risk Factors Predictive Value of Tests Male Middle Aged Aged Algorithms Databases, Factual Humans Prognosis Machine Learning
View on PubMed DOI

Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature.

Sensors (Basel, Switzerland) Oct 7, 2022
An intelligent insole system may monitor the individual's foot pressure and temperature in real-time from the comfort of their home, which can help capture foot problems in their earliest stages. Constant monitoring for foot complications is essentia...
Humans Diabetic Foot Pressure Shoes Artificial Intelligence Temperature
View on PubMed DOI

A comprehensive review of methods based on deep learning for diabetes-related foot ulcers.

Frontiers in endocrinology Aug 8, 2022
BACKGROUND: Diabetes mellitus (DM) is a chronic disease with hyperglycemia. If not treated in time, it may lead to lower limb amputation. At the initial stage, the detection of diabetes-related foot ulcer (DFU) is very difficult. Deep learning has de...
Diabetes Mellitus Diabetic Foot Quality of Life Deep Learning Neural Networks, Computer Algorithms Humans
View on PubMed DOI

Deep learning in diabetic foot ulcers detection: A comprehensive evaluation.

Computers in biology and medicine Jun 23, 2021
There has been a substantial amount of research involving computer methods and technology for the detection and recognition of diabetic foot ulcers (DFUs), but there is a lack of systematic comparisons of state-of-the-art deep learning object detecti...
Diabetes Mellitus Diabetic Foot Algorithms Research Design Deep Learning Humans
View on PubMed DOI

Segmentation Approaches for Diabetic Foot Disorders.

Sensors (Basel, Switzerland) Jan 30, 2021
Thermography enables non-invasive, accessible, and easily repeated foot temperature measurements for diabetic patients, promoting early detection and regular monitoring protocols, that limit the incidence of disabling conditions associated with diabe...
Foot Diseases Diabetes Mellitus Diabetic Foot Humans Foot Deep Learning Thermography Early Diagnosis
View on PubMed DOI

Deep Learning Classification for Diabetic Foot Thermograms.

Sensors (Basel, Switzerland) Mar 22, 2020
According to the World Health Organization (WHO), Diabetes Mellitus (DM) is one of the most prevalent diseases in the world. It is also associated with a high mortality index. Diabetic foot is one of its main complications, and it comprises the devel...
Humans Machine Learning Deep Learning Artificial Intelligence Thermography Support Vector Machine Diabetic Foot
View on PubMed DOI

Artificial neural networks in the selection of shoe lasts for people with mild diabetes.

Medical engineering & physics Jan 14, 2019
This research addressed the selection of shoe lasts for footwear design to help relieve the pain associated with diabetic neuropathy and foot ulcers. A reverse engineering (RE) technique was used to convert point clouds corresponding to scanned shoe ...
Shoes Humans Diabetic Foot Pain Diabetic Neuropathies Neural Networks, Computer Equipment Design
View on PubMed DOI

Area Determination of Diabetic Foot Ulcer Images Using a Cascaded Two-Stage SVM-Based Classification.

IEEE transactions on bio-medical engineering Nov 23, 2016
The standard chronic wound assessment method based on visual examination is potentially inaccurate and also represents a significant clinical workload. Hence, computer-based systems providing quantitative wound assessment may be valuable for accurate...
Smartphone Mobile Applications Support Vector Machine Severity of Illness Index Humans Pattern Recognition, Automated Colorimetry Reproducibility of Results Photography Algorithms Sensitivity and Specificity Diabetic Foot Image Interpretation, Computer-Assisted
View on PubMed DOI

Risk prediction models for patients with recurrent diabetic foot ulcers: A systematic review.

Public health Jul 1, 2025
OBJECTIVES: To systematically review published studies on risk prediction models for patients with recurrent diabetic foot ulcers.
Risk Assessment Recurrence Humans China Diabetic Foot Risk Factors
View on PubMed DOI
Popular Topics
Recent Journals