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Quantitative wound healing studies using a portable, low-cost, handheld near-infrared optical scanner: Preliminary sensitivity and specificity analysis

机译:使用便携式低成本手持式近红外光学扫描仪进行定量伤口愈合研究:初步敏感性和特异性分析

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摘要

Lower extremity ulcers are devastating complications that are still un-recognized. To date, clinicians employ visual inspection of the wound site during its standard 4-week of healing process via monitoring of surface granulation. A novel ultra-portable near-infrared optical scanner (NIROS) has been developed at the Optical Imaging Laboratory that can perform non-contact 2D area imaging of the wound site. From preliminary studies it was observed that the non-healing wounds had a greater absorption contrast with respect to the normal site, unlike in the healing wounds. Currently, non-contact near-infrared (NIR) imaging studies were carried out on 22 lower extremity wounds at two podiatric clinics, and the sensitivity and specificity of the scanner evaluated. A quantitative optical biometric was developed that differentiates healing from non-healing wounds, based on the threshold values obtained during ROC analysis. In addition, optical images of the wound obtained from weekly imaging studies are also assessed to determine the ability of the device to predict wound healing consistently on a periodic basis. This can potentially impact early intervention in the treatment of lower extremity ulcers when an objective and quantitative wound healing approach is developed. Lastly, the incorporation of MATLAB graphical user interface (GUI) to automate the process of image acquisition, image processing and image analysis realizes the potential of NIROS to perform non-contact and real-time imaging on lower extremity wounds.
机译:下肢溃疡是毁灭性的并发症,至今仍未被发现。迄今为止,临床医生通过监测表面肉芽形成情况,在伤口愈合的标准4周过程中对伤口部位进行了目视检查。在光学成像实验室开发了一种新型的超便携式近红外光学扫描仪(NIROS),可以对伤口部位进行非接触式2D区域成像。从初步研究中观察到,与愈合伤口不同,非愈合伤口相对于正常部位具有更大的吸收对比。当前,在两家足病诊所对22个下肢伤口进行了非接触式近红外(NIR)成像研究,并评估了扫描仪的敏感性和特异性。根据在ROC分析过程中获得的阈值,开发了一种定量光学生物特征识别技术,可将愈合与非愈合伤口区分开。另外,还评估了从每周成像研究获得的伤口光学图像,以确定该设备定期预测伤口愈合的能力。当制定客观和定量的伤口愈合方法时,这可能会影响下肢溃疡的早期干预治疗。最后,结合MATLAB图形用户界面(GUI)来自动执行图像采集,图像处理和图像分析过程,从而实现了NIROS在下肢伤口上进行非接触式实时成像的潜力。

著录项

  • 来源
  • 会议地点 San Francisco CA(US)
  • 作者单位

    Optical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, 10555 W. Flagler St., Miami, FL USA 33174;

    Optical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, 10555 W. Flagler St., Miami, FL USA 33174;

    Optical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, 10555 W. Flagler St., Miami, FL USA 33174;

    Optical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, 10555 W. Flagler St., Miami, FL USA 33174;

    Optical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, 10555 W. Flagler St., Miami, FL USA 33174;

    Podiatry Care Partners, 8339 NW 12th St., Doral, Florida USA 33126;

    Wigley Foot and Ankle LLC, 12605 NE 7th Ave., North Miami, Florida USA 33161;

    Optical Imaging Laboratory, Department of Biomedical Engineering, Florida International University, 10555 W. Flagler St., Miami, FL USA 33174;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Near-infrared; optical imaging; lower extremity ulcers; sensitivity; specificity; hand-held scanner;

    机译:近红外;光学成像下肢溃疡;灵敏度;特异性手持式扫描仪;

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