Related Experiment Video
Updated: Aug 9, 2025

Predictive Measurement for Windlass Change in Length and Selected Treatment Outcomes in Chronic Plantar Fasciitis
Published on: March 1, 2024
Diabetic Foot Considerations Related to Plantar Pressures and Shear
Jessi K Martin1, Brian L Davis1
1Center for Human Machine Systems, Cleveland State University, WH 305, Cleveland, OH 44115, USA.
Diabetic foot ulcers are a major diabetes complication. Monitoring biomechanical factors like pressure and shear stress, alongside temperature and AI, can help prevent ulcers and Charcot arthropathy, improving patient quality of life.
Area of Science:
- Podiatry
- Biomedical Engineering
- Diabetology
Background:
- Diabetic foot ulcers (DFUs) are a severe complication of diabetes mellitus.
- DFUs result from multiple risk factors, including biomechanical stresses.
- Charcot neuroarthropathy is another diabetes complication linked to DFU development.
Purpose of the Study:
- To review emerging monitoring techniques for diabetic foot ulcer and Charcot arthropathy development.
- To highlight the importance of biomechanical metrics in preventing skin breakdown.
- To emphasize the role of technology, including AI, in managing diabetes complications.
Main Methods:
- Review of current research on DFU and Charcot arthropathy risk factors.
- Focus on biomechanical monitoring (pressure, shear stress).
- Inclusion of emerging technologies like temperature sensing and machine learning/AI algorithms.
Main Results:
- Pressure and shear stress are key biomechanical metrics for DFU risk assessment.
- Plantar temperature monitoring and wear-time compliance are also under investigation.
- Machine learning and AI show promise for predicting and preventing DFUs.
Conclusions:
- Integrated monitoring of biomechanical factors, temperature, and AI can aid in DFU prevention.
- Early detection and management of Charcot arthropathy alongside DFUs are crucial.
- Improved monitoring strategies will enhance patient outcomes and quality of life for individuals with diabetes.
Related Concept Videos
Peripheral Artery Disease IV: Nursing Management
Peripheral Artery Disease V: Postoperative Nursing Management
Pulse Assessment Sites
Peripheral Arterial Disease II: Clinical Manifestations and Diagnostic Evaluation
Peripheral Artery Disease III: Interprofessional Care
Pathophysiology of Diabetes
Type 1 diabetes is characterized by autoimmune-mediated destruction of pancreatic β cells, with environmental factors potentially triggering this process in genetically susceptible individuals. Despite many not having a family history, certain genes increase susceptibility,...

