Monitoring temporal development and healing of diabetic foot ulceration using hyperspectral imaging

被引:48
|
作者
Yudovsky, Dmitry [1 ]
Nouvong, Aksone [2 ]
Schomacker, Kevin [3 ]
Pilon, Laurent [1 ]
机构
[1] Univ Calif Los Angeles, Henri Samueli Sch Engn & Appl Sci, Biomed Interdept Program, Los Angeles, CA 90095 USA
[2] Olive View UCLA Med Ctr, Dept Surg 2B156, Sylmar, CA 91342 USA
[3] HyperMed Inc, Burlington, MA 01803 USA
关键词
hyperspectral imaging; diabetic foot ulcer; tissue oximetry; medical screening technology; wound care; spectroscopy; OPTICAL COHERENCE TOMOGRAPHY; DIFFUSE-REFLECTANCE; IN-VIVO; EPIDERMAL THICKNESS; SKIN THICKNESS; BLOOD; ULCERS; SATURATION; OUTCOMES; GENDER;
D O I
10.1002/jbio.201000117
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
This study combines non-invasive hyperspectral imaging with an experimentally validated skin optical model and inverse algorithm to monitor diabetic feet of two representative patients. It aims to observe temporal changes in local epidermal thickness and oxyhemoglobin concentration and to gain insight into the progression of foot ulcer formation and healing. Foot ulceration is a debilitating comorbidity of diabetes that may result in loss of mobility and amputation. Inflammation and necrosis preempt ulceration and can result in changes in the skin prior to ulceration and during ulcer healing that affect oxygen delivery and consumption. Previous studies estimated oxyhemoglobin and deoxyhemoglobin concentrations around pre-ulcerative and ulcer sites on the diabetic foot using commercially available hyperspectral imaging systems. These measurements were successfully used to detect tissue at risk of ulceration and predict the healing potential of ulcers. The present study shows epidermal thickening and decrease in oxyhemoglobin concentration can also be detected prior to ulceration at pre-ulcerative sites. The algorithm was also able to observe reduction in the epidermal thickness combined with an increase in oxyhemoglobin concentration around the ulcer as it healed and closed. This methodology can be used for early prediction of diabetic foot ulceration in a clinical setting.
引用
收藏
页码:565 / 576
页数:12
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