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
相关论文
共 50 条
  • [21] Development of a Diabetic Foot Ulceration Prediction Model and Nomogram
    Lee, Eun Joo
    Jeong, Ihn Sook
    Woo, Seung Hun
    Jung, Hyuk Jae
    Han, Eun Jin
    Kang, Chang Wan
    Hyun, Sookyung
    JOURNAL OF KOREAN ACADEMY OF NURSING, 2021, 51 (03) : 280 - 293
  • [22] A medical thermal imaging device for the prevention of diabetic foot ulceration
    Machin, G.
    Whittam, A.
    Ainarkar, S.
    Allen, J.
    Bevans, J.
    Edmonds, M.
    Kluwe, B.
    Macdonald, A.
    Petrova, N.
    Plassmann, P.
    Ring, F.
    Rogers, L.
    Simpson, R.
    PHYSIOLOGICAL MEASUREMENT, 2017, 38 (03) : 420 - 430
  • [23] Thermal imaging as a novel assessment of neuropathic diabetic foot ulceration
    O'Loughlin, A.
    Flynn, L.
    Watterson, D.
    Gethin, G.
    IRISH JOURNAL OF MEDICAL SCIENCE, 2016, 185 : 412 - 412
  • [24] Hyperspectral imaging of oxygen anatomy in diabetic foot ulcers
    Nouvong, Aksone
    Mohler, Emile
    Davis, Brian
    Hoogwerf, Byron
    Medinilla, Elizabeth
    Veves, Aristidis
    Neverov, Marie
    Schomacker, Kevin
    DIABETES, 2008, 57 : A312 - A312
  • [25] Development of a coordinated acute diabetic foot pathway for management of acute diabetic foot infection and ulceration
    Hurley, Hilary
    Kellegher, Edel
    Gallen, Teresa
    Cornally, Deirdre
    Williams, Niamh
    Feeney, Eoin
    Dowdall, Joseph
    Barry, Mary Claire
    IRISH JOURNAL OF MEDICAL SCIENCE, 2023, 192 (01) : 161 - 167
  • [26] Development of a coordinated acute diabetic foot pathway for management of acute diabetic foot infection and ulceration
    Hilary Hurley
    Edel Kellegher
    Teresa Gallen
    Deirdre Cornally
    Niamh Williams
    Eoin Feeney
    Joseph Dowdall
    Mary Claire Barry
    Irish Journal of Medical Science (1971 -), 2023, 192 : 161 - 167
  • [27] Percutaneous tendo Achillis lengthening to promote healing of diabetic plantar foot ulceration
    Willrich, A
    Angirasa, AK
    Sage, RA
    JOURNAL OF THE AMERICAN PODIATRIC MEDICAL ASSOCIATION, 2005, 95 (03) : 281 - 284
  • [28] Validity of DMIST for monitoring healing of diabetic foot ulcers
    Oe, Makoto
    Yotsu, Rie Roselyne
    Arisandi, Defa
    Suriadi
    Sakai, Yukie
    Imran
    Takehara, Kimie
    Nakagami, Gojiro
    Tamaki, Takeshi
    Sugama, Junko
    Sanada, Hiromi
    WOUND REPAIR AND REGENERATION, 2020, 28 (04) : 539 - 546
  • [29] Healing rate measurement can predict complete wound healing rate in chronic diabetic foot ulceration
    Pham, HT
    Sabolinski, ML
    Veves, A
    DIABETES, 2000, 49 : A196 - A196
  • [30] A comparison of hyperspectral imaging with routine vascular noninvasive techniques to assess the healing prognosis in patients with diabetic foot ulcers
    Lopez-Moral, Mateo
    Garcia-Alvarez, Yolanda
    Molines-Barroso, Raul J.
    Tardaguila-Garcia, Aroa
    Garcia-Madrid, Marta
    Lazaro-Martinez, Jose Luis
    JOURNAL OF VASCULAR SURGERY, 2022, 75 (01) : 255 - 261