Journal of burn care & research : official publication of the American Burn Association
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Burn injuries are severe problems for human. Accurate segmentation for burn wounds in patient surface can improve the calculation precision of %TBSA (total burn surface area), which is helpful in determining treatment plan. Recently, deep learning methods have been used to automatically segment wounds. ⋯ With nonsaturating loss with R2 regularization (NSLR2) and CASC, the segmentation network gains the best results. The framework achieved precision at 90.75%, PA at 96.88% and improved the DC from 84.5 to 89.3%. A burn data-generating framework have been built to improve the segmentation network, which can automatically segment burn images with higher accuracy and less time than traditional methods.
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The COVID-19 pandemic has brought with it many challenges in the field of healthcare around the world. Managing burn patients has its own challenges as they require a long duration of care and are more susceptible to infection. We conducted a retrospective observational study from January 30 to July 15, 2020 at our center to study the epidemiology of burns treated & patients and healthcare workers affected by COVID-19 during this period. ⋯ Our strategy underwent changes based on the changing dynamics of COVID-19 and changes in government and institutional policies. We have described the various challenges we faced in managing burns during this time. We found that effective screening of patients and healthcare workers, proper segregation of negative and positive/ suspect population and a low threshold for COVID-19 testing were essential to mitigate transmission of infection.
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Split thickness skin grafts (STSG) are commonly required in reconstructive surgery but may cause significant pain. The goal of this investigator-initiated trial is to evaluate the effect of liposomal bupivacaine on donor site pain and opioid consumption. A parallel, randomized, controlled trial of adult acute burn patients with <20% total body surface area burns (TBSA) was conducted to evaluate the efficacy of liposomal bupivacaine at STSG donor sites. ⋯ The average length of stay was 7.7 days in both groups (p=.88). No adverse events occurred in either group. There is no statistical benefit to the use of liposomal bupivacaine for infiltration at STSG donor sites compared to standard of care with respect to pain control, opioid use, or length of stay when evaluated in a randomized, controlled fashion.
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In order to address the confounder of TBSA on burn outcomes, we sought to analyze our experience with the use of autologous skin cell suspensions (ASCS) in a cohort of subjects with hand burns whose TBSA totaled 20% or less. We hypothesized that the use of ASCS in conjunction with 2:1 meshed autograft for the treatment of hand burn injuries would provide comparable outcomes to hand burns treated with sheet or minimally meshed autograft alone. ⋯ Despite being significantly older, having larger hand wounds, and larger overall wounds within the parameters of the study criteria, patients with 20% TBSA burns or smaller whose hand burns were treated with 2:1 mesh and ASCS overspray had comparable time to wound closure, proportion of returning to work, and time to return to work as subjects treated with 1:1 or pie-crust meshed STAG. Our group plans to follow this work with scar assessments for a more granular picture of pliability and reconstructive needs.
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Burn wound depth assessments are an important component of determining patient prognosis and making appropriate management decisions. Clinical appraisal of the burn wound by an experienced burn surgeon is standard of care but has limitations. IR thermography is a technology in burn care that can provide a non-invasive, quantitative method of evaluating burn wound depth. IR thermography utilizes a specialized camera that can capture the infrared emissivity of the skin, and the resulting images can be analyzed to determine burn depth and healing potential of a burn wound. Though IR thermography has great potential for burn wound assessment, its use for this has not been well documented. Thus, we have conducted a systematic review of the current use of IR thermography to assess burn depth and healing potential. ⋯ IR thermography is an accurate, simple, and cost-effective method of burn wound assessment. FLIR has been demonstrated to have significant correlations with other methods of assessing burns such as LDI and can be utilized to accurately assess burn depth and healing potential.