AIMC Topic: Diabetic Foot
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Social and Structural Determinants of Lower Extremity Amputations in Diabetes.
Current diabetes reports
Jul 2, 2025
PURPOSE OF REVIEW: Lower extremity amputations (LEAs) are among the most severe complications of diabetes, with approximately 1.5 million procedures performed globally each year. This review explores the impact of social and structural determinants o...
Predicting diabetic peripheral neuropathy through advanced plantar pressure analysis: a machine learning approach.
Scientific reports
Jul 1, 2025
Diabetic foot Ulceration (DFU) is a severe complication of diabetic foot syndrome, often leading to amputation. In patients with neuropathy, ulcer formation is facilitated by elevated plantar tissue stress under insensate feet. This study presents a ...
Gaussian random fields as an abstract representation of patient metadata for multimodal medical image segmentation.
Scientific reports
May 29, 2025
Growing rates of chronic wound occurrence, especially in patients with diabetes, has become a recent concerning trend. Chronic wounds are difficult and costly to treat, and have become a serious burden on health care systems worldwide. Innovative dee...
A novel deep learning approach to classify 3D foot types of diabetic patients.
Scientific reports
Apr 22, 2025
Diabetes mellitus is a worldwide epidemic that leads to significant changes in foot shape, deformities, and ulcers. Precise classification of diabetic foot not only helps identify foot abnormalities but also facilitates personalized treatment and pre...
Construction and validation of a deep learning-based diagnostic model for segmentation and classification of diabetic foot.
Frontiers in endocrinology
Apr 9, 2025
OBJECTIVE: This study aims to conduct an in-depth analysis of diabetic foot ulcer (DFU) images using deep learning models, achieving automated segmentation and classification of the wounds, with the goal of exploring the application of artificial int...
Establishing a clinical prediction model for diabetic foot ulcers in type 2 diabetic patients with lower extremity arteriosclerotic occlusion using machine learning.
Scientific reports
Apr 5, 2025
The burden of diabetic foot ulcers (DFU) is exacerbated in diabetic patients with concomitant arteriosclerotic occlusion disease (ASO) in the lower extremities, who experience more severe symptoms and poorer prognoses. The study aims to develop a pre...
An interpreting machine learning models to predict amputation risk in patients with diabetic foot ulcers: a multi-center study.
Frontiers in endocrinology
Mar 25, 2025
BACKGROUND: Diabetic foot ulcers (DFUs) constitute a significant complication among individuals with diabetes and serve as a primary cause of nontraumatic lower-extremity amputation (LEA) within this population. We aimed to develop machine learning (...
Machine learning-based risk prediction model for neuropathic foot ulcers in patients with diabetic peripheral neuropathy.
Journal of diabetes investigation
Mar 21, 2025
BACKGROUND: Diabetic peripheral neuropathy (DPN) is a common chronic complication of diabetes, marked by symptoms like hyperalgesia, numbness, and swelling that impair quality of life. Nerve conduction abnormalities in DPN significantly increase the ...
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.
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...
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