Smart Compression Sock for Early Detection of Diabetic Foot Ulcers

被引:0
|
作者
Billings, Julia [1 ]
Gee, Julia [1 ]
Ghulam, Zinah [1 ]
Abdullah, Hussein A. [1 ,2 ]
机构
[1] Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, Canada
[2] Australian Univ, Sci Res Ctr, West Mishref Mubarak Al Abdullah Al Jaber Area, Kuwait 13015, Kuwait
关键词
diabetic foot ulcers; diabetic neuropathy; plantar pressure; temperature; blood oxygen; medical device; PLANTAR PRESSURE DISTRIBUTION; ULCERATION; PREVENT; BURDEN; GAIT;
D O I
10.3390/s24216928
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The prevention of diabetic foot ulcers remains a critical challenge. This study evaluates a smart compression sock designed to address this issue by integrating temperature, plantar pressure, and blood oxygen sensors and monitoring data recorded by these sensors. The smart sock, developed with input from a certified Pedorthist, was tested on 20 healthy adult participants aged 16 to 53. It includes four temperature sensors and pressure sensors at common ulcer sites (first and fifth metatarsal heads, calcaneus, and hallux), and a blood oxygen sensor on the hallux. The sensors are monitored, and their transduced data are collected and stored through an app installed on a personal cell phone. The mobile app interface is user-friendly, providing intuitive navigation and easy access to the sensors' data. Using repeated measures ANOVA and post hoc tests, we analyzed the impact of various physical activities on physiological changes in the foot. The device effectively detected significant variations in blood oxygen, temperature, and pressure across six activities. Statistical analyses revealed significant differences based on activity type and sensor location. These results highlight the smart sock's sensitivity and accuracy, suggesting its potential to prevent diabetic foot ulcers. Further clinical trials are needed to evaluate its efficacy in a larger, more diverse population.
引用
收藏
页数:21
相关论文
共 50 条
  • [21] Deep learning in diabetic foot ulcers detection: A comprehensive evaluation
    Yap, Moi Hoon
    Hachiuma, Ryo
    Alavi, Azadeh
    Brungel, Raphael
    Cassidy, Bill
    Goyal, Manu
    Zhu, Hongtao
    Ruckert, Johannes
    Olshansky, Moshe
    Huang, Xiao
    Saito, Hideo
    Hassanpour, Saeed
    Friedrich, Christoph M.
    Ascher, David
    Song, Anping
    Kajita, Hiroki
    Gillespie, David
    Reeves, Neil D.
    Pappachan, Joseph
    O'Shea, Claire
    Frank, Eibe
    COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 135
  • [22] Leveraging smart image processing techniques for early detection of foot ulcers using a deep learning network
    Verma, Garima
    POLISH JOURNAL OF RADIOLOGY, 2024, 89 : e368 - e377
  • [23] What Are Diabetic Foot Ulcers?
    Voelker, Rebecca
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2023, 330 (23): : 2314 - 2314
  • [24] Management of Diabetic Foot Ulcers
    Harries R.L.
    Harding K.G.
    Current Geriatrics Reports, 2015, 4 (3) : 265 - 276
  • [25] Diabetic Foot Ulcers and Their Recurrence
    Armstrong, David G.
    Boulton, Andrew J. M.
    Bus, Sicco A.
    NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (24): : 2367 - 2375
  • [26] Apligraf® for diabetic foot ulcers
    不详
    DIABETES-METABOLISM RESEARCH AND REVIEWS, 1999, 15 (04) : 302 - 302
  • [27] Debridement of Diabetic Foot Ulcers
    Dayya, David
    O'Neill, Owen J.
    Huedo-Medina, Tania B.
    Habib, Nusrat
    Moore, Joanna
    Iyer, Kartik
    ADVANCES IN WOUND CARE, 2022, 11 (12) : 666 - 686
  • [28] Management of diabetic foot ulcers
    Alexiadou K.
    Doupis J.
    Diabetes Therapy, 2012, 3 (1) : 1 - 15
  • [29] Review of Diabetic Foot Ulcers
    Armstrong, David G.
    Boulton, Andrew J. M.
    Bus, Sicco A.
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2023, 330 (17): : 1695 - 1696
  • [30] Fibroblasts in Diabetic Foot Ulcers
    Voza, Francesca A.
    Huerta, Carlos Theodore
    Le, Nga
    Shao, Hongwei
    Ribieras, Antoine
    Ortiz, Yulexi
    Atkinson, Carl
    Machuca, Tiago
    Liu, Zhao-Jun
    Velazquez, Omaida C.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (04)