@inproceedings{a8cc754542bb45ab90b1d4ac6fea10b6,
title = "Non-invasive monitoring of diabetic foot ulcers healing process by using optical-thermal imaging techniques",
abstract = "Visual assessment is the gold standard for monitoring diabetic foot ulcers (DFUs), a clinical procedure that is sometimes subjective. Non-invasive imaging techniques have become a potential approach for DFUs' objective monitoring. In this regard, it has been hypothesized that the healing process of DFUs can be non-invasively monitored in terms of physiological parameters related to tissue oxygenation and temperature. This research presents a pilot study that was conducted by using an optical-thermal imaging setup, that uses near-infrared spectroscopy (NIRS) and thermal imaging. The objective was to assess the healing status of DFUs with different manifestations. Clinical conditions included post-amputee, normal healing, non-healing, and infected cases. All the patients were recruited by following a clinical protocol of inclusion. Tissue oxygenation parameters in the wound and surrounding areas of the DFU were estimated by applying the Modified Beer-Lambert Law (MBLL) to diffuse reflectance images acquired with a custom-made smartphone-based NIRS scanner, and thermal variations in the wound and periwound areas were detected using a commercial mobile thermal camera. Preliminary results showed that (1) optical imaging has the potential to distinguish healing and non-healing cases using wound:surrounding contrast ratios in terms of total hemoglobin and oxygen saturation; and (2) thermal imaging can detect early signs of infections, that weren{\textquoteright}t detected by visual assessment or optical imaging, by assessing its temperature variation across time. Ongoing studies regarding a quantitative analysis are discussed to present a wound:periwound temperature ratio, and its relationship with the oxygenation parameters that present a potential approach for DFUs objective monitoring.",
keywords = "Diabetic Foot Ulcers, Infections, Modified Beer-Lambert Law, Near-Infrared Spectroscopy Imaging, Non-Invasive Monitoring, Smartphone Imaging Devices, Telemedicine, Thermal Emission, Thermal Imaging, Tissue Oxygenation, Wound Healing",
author = "Chiwo, {Fernando S.} and Daniela Leizaola and Stephanie Amaro and Maria Hern{\'a}ndez and Renato Sousa and Ponce, {Jose P.} and Stanley Mathis and Armstrong, {David G.} and Anuradha Godavarty",
note = "Publisher Copyright: {\textcopyright} 2025 SPIE.; Optical Diagnostics and Sensing XXV: Toward Point-of-Care Diagnostics 2025 ; Conference date: 27-01-2025 Through 28-01-2025",
year = "2025",
doi = "10.1117/12.3043405",
language = "English (US)",
series = "Progress in Biomedical Optics and Imaging - Proceedings of SPIE",
publisher = "SPIE",
editor = "Cote, {Gerard L.} and {Justin S. Baba}, {Justin S.}",
booktitle = "Optical Diagnostics and Sensing XXV",
}