Laser Speckle Integrated Multispectral Imaging System for In-Vivo Assessment of Diabetic Foot Ulcer Healing: A Clinical Study

被引:2
作者
Philimon, Sheena Punai [1 ]
Huong, Audrey Kah Ching [2 ]
机构
[1] Swinburne Univ Technol Sarawak, Fac Engn Comp & Sci, Kuching 93350, Malaysia
[2] Univ Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Dept Elect Engn, Batu Pahat 86400, Malaysia
关键词
Biomedical signal processing; diabetic foot ulcer; laser speckle contrast imaging; multispectral imaging;
D O I
10.1109/ACCESS.2021.3055221
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The high prevalence of the world's population diagnosed with diabetes mellitus, with a significant number suffering from diabetic foot ulcer (DFU), has always been a global concern over the years. The rapid rise of this disease in the last decades is deemed increasingly alarming as it has left deleterious effects not only on affected patients but also on the society and nation. This paper aims to develop a reliable diagnostic tool to address the tremendous need for coordinated and efficient DFU management via prediction of transcutaneous oxygen saturation (StO2) and relative blood perfusion (tau) in the affected limb. This system integrates the use of a multispectral imaging and laser speckle contrast imaging technique for two-dimensional (2D) mapping of tissue oxygen and blood perfusion level in ulcerated foot. Longitudinal study revealed a slightly higher mean StO2 and tau level in healed ulcer than in impaired healing, despite the data indicating no statistical significance between these two groups.p value > 0 :05 /. It was observed that a mean StO2 of at least 70 % and tau value of 1.5 (x10(3)) are necessary during the proliferative phase to ensure progressive healing. Based on these findings, this study concluded that high tissue oxygenation and perfusion levels are pivotal to ensure progressive wound healing. This work provides a rationale for evaluating the healing outcomes of skin grafting procedures in diabetic ulcers based on observation of quantitative changes in blood perfusion and tissue oxygen level during its revascularization phase.
引用
收藏
页码:23726 / 23736
页数:11
相关论文
共 43 条
[21]   Convergence properties of the Nelder-Mead simplex method in low dimensions [J].
Lagarias, JC ;
Reeds, JA ;
Wright, MH ;
Wright, PE .
SIAM JOURNAL ON OPTIMIZATION, 1998, 9 (01) :112-147
[22]   Comparison of White Blood Cell Scintigraphy, FDG PET/CT and MRI in Suspected Diabetic Foot Infection: Results of a Large Retrospective Multicenter Study [J].
Lauri, Chiara ;
Glaudemans, Andor W. J. M. ;
Campagna, Giuseppe ;
Keidar, Zohar ;
Kurash, Marina Muchnik ;
Georga, Stamata ;
Arsos, Georgios ;
Noriega-Alvarez, Edel ;
Argento, Giuseppe ;
Kwee, Thomas C. ;
Slart, Riemer H. J. A. ;
Signore, Alberto .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (06)
[23]   Photoacoustic tomography of blood oxygenation: A mini review [J].
Li, Mucong ;
Tang, Yuqi ;
Yao, Junjie .
PHOTOACOUSTICS, 2018, 10 :65-73
[24]   Biology and Biomarkers for Wound Healing [J].
Lindley, Linsey E. ;
Stojadinovic, Olivera ;
Pastar, Irena ;
Tomic-Canic, Marjana .
PLASTIC AND RECONSTRUCTIVE SURGERY, 2016, 138 :18S-28S
[25]   IWGDF guidance on the diagnosis and management of foot infections in persons with diabetes [J].
Lipsky, Benjamin A. ;
Aragon-Sanchez, Javier ;
Diggle, Mathew ;
Embil, John ;
Kono, Shigeo ;
Lavery, Lawrence ;
Senneville, Eric ;
Urbancic-Rovan, Vilma ;
Van Asten, Suzanne ;
Peters, Edgar J. G. .
DIABETES-METABOLISM RESEARCH AND REVIEWS, 2016, 32 :45-74
[26]   Design of Approximate Logarithmic Multipliers [J].
Liu, Weidiang ;
Xu, Jiahua ;
Wang, Danye ;
Lombardi, Fabrizio .
PROCEEDINGS OF THE GREAT LAKES SYMPOSIUM ON VLSI 2017 (GLSVLSI' 17), 2017, :47-52
[27]   Quantitative assessment of skin layers absorption and skin reflectance spectra simulation in the visible and near-infrared spectral regions [J].
Meglinski, IV ;
Matcher, SJ .
PHYSIOLOGICAL MEASUREMENT, 2002, 23 (04) :741-753
[28]   RGB Camera-Based Imaging of Oxygen Saturation and Hemoglobin Concentration in Ocular Fundus [J].
Nakano, Kazuya ;
Hirofuji, Ryosuke ;
Ohnishi, Takashi ;
Hauta-Kasari, Markku ;
Nishidate, Izumi ;
Haneishi, Hideaki .
IEEE ACCESS, 2019, 7 :56469-56479
[29]   NEW METHOD FOR MEASUREMENT OF PERCENT OXYHEMOGLOBIN [J].
PITTMAN, RN ;
DULING, BR .
JOURNAL OF APPLIED PHYSIOLOGY, 1975, 38 (02) :315-320
[30]  
Purwaningsih T, 2016, INT J ADV INTELL INF, V2, P149