Development of deep clustering model to stratify occurrence risk of diabetic foot ulcers based on foot pressure patterns and clinical indices

Author(s):  
Xuanchen Ji ◽  
Yasuhiro Akiyarna ◽  
Yoji Yamada ◽  
Shogo Okamoto ◽  
Hisae Hayashi
Polymers ◽  
2021 ◽  
Vol 13 (14) ◽  
pp. 2261
Author(s):  
Mariyam J. Ghazali ◽  
Xu Ren ◽  
Armin Rajabi ◽  
Wan Fathul Hakim W. Zamri ◽  
Nadia Mohd Mustafah ◽  
...  

With the development of societies, diabetic foot ulcers have become one of the most common diseases requiring lower extremity amputation. The early treatment and prevention of diabetic foot ulcers can considerably reduce the possibility of amputation. Using footwear to redistribute and relieve plantar pressure is one of the important measures for the treatment and prevention of diabetic foot ulcers. Thus, the evaluation and prediction of the distribution of plantar pressure play an important role in designing footwears. Herein, the finite element method was used to study plantar pressure under two kinds of foot models, namely, the skeletal structure foot model and the whole foot model, to explore the influence of human bones on the pressure of the soles of the feet and obtain accurate foot pressure. Simulation results showed that under the two models, the plantar pressure and the pressure from the footwear with ethylene vinyl acetate were all reduced. The total deformation demonstrated a slight increase. These stresses are very useful as they enable the design of suitable orthotic footwear that reduces the amount of stress in individuals with diabetic foot ulcers.


2019 ◽  
Vol 25 ◽  
pp. 121-122
Author(s):  
Olufunmilayo Adeleye ◽  
Ejiofor Ugwu ◽  
Anthonia Ogbera ◽  
Akinola Dada ◽  
Ibrahim Gezawa ◽  
...  

Diabetes ◽  
2020 ◽  
Vol 69 (Supplement 1) ◽  
pp. 588-P
Author(s):  
ANI S. TODOROVA ◽  
RUMYANA DIMOVA ◽  
NEVENA CHAKAROVA ◽  
MINA SERDAROVA ◽  
GRETA GROZEVA-DAMYANOVA ◽  
...  

2017 ◽  
Author(s):  
R. Kalinin ◽  
I. Suchkov ◽  
N. Mzhavanadze ◽  
A. Krylov ◽  
A. Isaev ◽  
...  

Author(s):  
Lawrence DiDomenico ◽  
Dennis Orgill ◽  
Robert Galiano ◽  
Thomas Serena ◽  
Marissa Carter ◽  
...  

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