Pediatric hidradenitis suppurativa publication trends: 2012 to 2022.

There is a paucity of bibliometric data on pediatric-focused hidradenitis suppurativa (HS) publications. To better characterize research trends in pediatric HS and gaps in literature, we systematically searched PubMed between 2012 and 2022 for publications on pediatric HS and collected data on study design, topic, country, and level of evidence. Of 109 articles that met inclusion criteria, less than half (44/109, 40.4%) were high level of evidence studies; the most common study types were case reports/series (41/109, 37.6%) and cross-sectional studies (25/109, 22.9%), and the most common study topics were HS treatments (44/109, 40.4%), comorbidities (20/109, 18.3%), and clinical presentation (14/109, 12.8%). Although there has been expansion of the pediatric HS literature in recent years, our study highlights the need for larger prospective studies and trials to improve our ability to optimally manage pediatric HS patients and identify predictors of disease progression and treatment response.

A comparison of negative pressure wound therapy modalities, VAC versus non-commercial NPWT alternatives: A systematic review of RCTs/CCTs.

BACKGROUND: Negative pressure wound therapy (NPWT) has been described as an effective treatment for wounds of various etiologies, however it is expensive. Various authors have investigated low-cost alternatives to commercial NPWT devices. A systematic review summarizing their findings is needed for clinicians operating in resource-limited locations and for those interested in potential cost savings. METHODS: A systematic review was performed evaluating articles from Cochrane, PubMed and EMBASE. The studies included randomized controlled trials (RCTs) and controlled clinical trials (CCTs) that compared commercially available Vacuum-Assisted Closure (VAC) devices with non-commercial NPWT modalities in human subjects. RESULTS: Seven hundred and ninety-six articles were retrieved, of which six met inclusion criteria. All six studies were RCTs and had in total 409 participants with wounds of various etiologies, including acute, chronic, and traumatic wounds. All studies compared VAC to a non-commercial NPWT device. Five studies were found to have low risk of bias, and one study had high risk of bias. There were three types of non-commercial NPWT devices used: wall suction applied to a sealed gauze dressing (GSUC), AquaVac, and Redon drains. The following outcomes were assessed: granulation tissue formation, effect on wound size area, skin graft take, pain/time associated with dressing changes and cost. In trials that compared GSUC vs VAC, there was no significant difference between the two groups for the following outcomes: granulation tissue formation, effect on wound size and skin graft take. GSUC dressings were significantly less painful and less time-consuming than VAC dressings. In the trial that compared AquaVac vs VAC, there was no significant difference between the two groups for the following outcomes: granulation tissue formation, effect on wound size, and the time or pain associated with dressing changes. In the trial that compared Redon drains vs VAC, there was significantly more granulation tissue formed in the VAC group. All non-commercial NPWT devices were found to be less costly than VAC. CONCLUSION: The data from the trials evaluated in this review indicate that GSUC and AquaVac are two non-commercial NPWT devices that are non-inferior to VAC for various outcomes while also being less costly. GSUC was less painful and less time-consuming than VAC. Of the non-commercial NPWT devices evaluated in this review, GSUC had the most evidence to support its future use. Prospective, multi-institutional RCTs with a large sample size are needed to confirm the findings presented here.

Use of Technological Aids in the Resection of a Rare Maxillofacial Tumor of Infancy.

Melanotic neuroectodermal tumor of infancy is a rare maxillofacial tumor, usually presenting within the first year of life, often a benign locally aggressive lesion, with wide local excision providing the best opportunity of cure. In past reports, direct tissue visualization guided resection, with occasional need for reoperation to clear margins. In this case report, a method is presented to achieve clear margins in surgery using virtual surgical planning and surgical stealth navigation.

Primary Cleft Lip and Palate Repair in Assam, India: Does Preoperative Anthropometric Analysis Help Identify Patients With Increased Surgical Risk in a Clinically Prescreened Population?

OBJECTIVE: To compare anthropometric z-scores with incidence of post-operative complications for patients undergoing primary cleft lip or palate repair. DESIGN: This was a retrospective observational analysis of patients from a surgical center in Assam, India, and includes a cohort from a single surgical mission completed before the opening of the center. SETTING: Patients included in the study underwent surgery during an Operation Smile mission before the opening of Operation Smile's Guwahati Comprehensive Cleft Care Center in Guwahati, India. The remaining cohort received treatment at the center. All patients received preoperative assessment and screening; surgery; and postoperative care, education, and follow-up. PATIENTS, PARTICIPANTS: Our sample size included 1941 patients and consisted of all patients with complete information in the database who returned for follow-up after receiving primary cleft lip repair or primary cleft palate repair between January 2011 and April 2013. INTERVENTIONS: Preoperative anthropometric measurements. MAIN OUTCOME MEASURE(S): Postoperative complications. RESULTS: Anthropometric z-scores were not a significant predictor of adverse surgical outcomes in the group analyzed. Palate surgery had increased risk of complication versus lip repair, with an overall odds ratio of 5.66 (P < .001) for all patients aged 3 to 228 months. CONCLUSIONS: Anthropometric z-scores were not correlated with increased risk of surgical complications, possibly because patients were well screened for malnutrition before surgery at this center. Primary palate repair is associated with an approximate fivefold increased risk of developing postoperative complication(s) compared with primary lip repair.

The Tsao Fellowship in Global Health: A Model for International Fellowships in a Surgery Residency.

OBJECTIVE: To present a model for integrated global health fellowships in plastic surgical residency training. BACKGROUND: National surveys have found that North American surgical residents have significant interest in international training. While global health training opportunities exist, less than a third of these are housed within surgical residency programs; even fewer are designed specifically for plastic surgery residents. METHODS: The Tsao Fellowship was created through a partnership between Operation Smile, Children's Hospital Los Angeles, Shriners Hospital for Children, and the University of Southern California. Designed for Accreditation Council for Graduate Medical Education accredited plastic surgery residents between their third and fourth years of residency, the fellowship curriculum is completed over 24 months and divided into 3 areas: clinical research, international reconstructive surgery fieldwork, and the completion of a Master of Science in Clinical and Biomedical Investigations. RESULTS: The Tsao Fellowship has matriculated 4 fellows: 3 have graduated from the program and 1 is in the current cycle. Fellows completed 4 to 7 international missions each cycle and have performed an aggregate total of 684 surgical procedures. Each fellow also conducted 2 to 6 research projects and authored several publications. All fellows continue to assume leadership roles within the field of global reconstructive surgery. CONCLUSIONS: Comprehensive global health fellowships provide invaluable opportunities beyond surgical residency. The Tsao Fellowship is a model for integrating international surgical training with global health research in plastic surgical residency that can be applied to other residency programs and different surgical specialties.

Lessons learned from two consecutive cleft lip and palate missions and the impact of patient education.

Two consecutive cleft missions were conducted in Guwahati, northeastern India in December 2010 and January 2011. In the later mission, a standardized patient education program for postoperative care was introduced. The objective of this study was to retrospectively evaluate the impact of the patient education program on cleft lip complications in terms of wound infection and dehiscence. Two hundred ninety-eight cleft lip repairs were performed in the first mission and 220 (74%) returned for early follow-up. In the second mission, 356 patients were operated on and 252 (71%) returned for follow-up. From the first mission, 8 patients (3.7%) were diagnosed with lip wound infection and 21 patients (9.6%) with lip dehiscence. After the second mission, only 1 patient (0.4%) returned with a wound infection and 16 (6.4%) were diagnosed with dehiscence.Using binary logistic regression including age, cleft type, postoperative antibiotics, surgeon, and patient education program as covariates, the patient education program stood out as the only variable with a statistically significant impact on the incidence of postoperative wound infections. Even though the incidence of lip dehiscence was reduced by one third when the patient education program was utilized, our regression model singled out the surgeons as the only factor significantly related to this type of complication. Moreover, no benefits of postoperative antibiotic prophylaxis were found. Further analysis of the data also implied that the use of tissue adhesive as a compliment to sutures does not reduce the risk of dehiscence.

Fluid Resuscitation and Cardiovascular Support in Acute Burn Care.

Acute burn injury creates a complex and multifactorial local response which may have systemic sequelae such as hypovolemia, hypothermia, cardiovascular collapse, hypercoagulability, and multi-system organ failure. Understanding the underlying pathophysiology of burn shock, the initial burn triage and assessment, calculation of fluid requirements, and the means of tailoring ongoing interventions to optimize resuscitation are critical for overcoming the wide spectrum of derangements which this condition creates. As a result, this article discusses the various key points in order to garner a greater understanding of these nuances and the optimal pathway to take when tackling these challenging issues.

Inpatient Complications and Outcomes for Burn Patients Admitted With Methamphetamine Intoxication.

Methamphetamine intoxication frequently complicates inpatient burn admissions. While single-institution studies describe adverse outcomes during resuscitation, little is known about the risks of amphetamine intoxication on inpatient complications and perioperative management. The US National Trauma Data Bank was queried for burn encounters between 2017 and 2021. Amphetamine intoxication was identified on admission. Primary outcomes included death, stroke, and myocardial infarction (MI). Secondary outcomes included organ failure and surgical management. Multivariable regressions modeled outcomes adjusting for available covariates including demographics, TBSA burned, and inhalation injury. Bonferroni adjustments were applied. Our study identified a total of 73,968 primary burn encounters with toxicology screens. Among these, 800 cases (1.1%) were found to have positive methamphetamine drug screens upon admission. Methamphetamine users were significantly older (41.7 vs 34.9 years, P < .001), had a greater percentage of males (69.6 vs 65.4, P = .045), were more likely to have inhalation injury (P < .001), and had larger %TBSA burns (16% vs 13%, P < .001). Methamphetamine users were no more likely to die, experience MI, or experience stroke during admission. In contrast, methamphetamine users were significantly more likely to have alcohol withdrawal (P = .019), acute kidney injury (AKI) (P < .001), deep vein thrombosis (P = .001), pulmonary embolism (PE) (P = .039), sepsis (P = .026), and longer intensive care unit (ICU) stays (P < .001). Methamphetamine use was associated with a longer number of days to the first procedure (P = .005). Of all patients who required surgery (15.0%), methamphetamine users required significantly more total debridements and reconstructive procedures (P < .001). While not associated with mortality, methamphetamine intoxication was associated with an increased risk of many complications including PE, deep vein thrombosis, AKI, sepsis, and longer ICU stays. Methamphetamine intoxication was associated with delays in surgical care.

Grill-Related Burn Injuries: A Matched Cohort Study.

Barbequing can result in devastating burn injuries with unsafe practices. This study aims to characterize the demographics, injury characteristics, and outcomes of grill-related burns and identify ways of burn prevention. A retrospective review of patients admitted to a single-institution, metropolitan burn center from January 1, 2017, to July 1, 2023. Data included demographics, burn injury characteristics, and outcomes. Each Grill Cohort patient was matched to 3 nongrill controls by mBaux score and burn location. Of 2355 patients, 69 (2.9%) met Grill Cohort inclusion criteria. The Grill Cohort had 55 (79.7%) males and an average age of 41.7 ± 17.5 years old. In the Grill Cohort, 25 (36.2%) patients had positive blood alcohol, 8 (11.6%) tested positive for amphetamines, and 5 (7.2%) for cocaine at the time of admission. A total of 61 (88.4%) Grill Cohort burns involved the upper extremity, 43 (62.3%) the head/neck, 34 (49.3%) the lower extremity, and 30 (43.5%) the trunk. Compared with the Control Cohort, the Grill Cohort had smaller proportions of patients who were undomiciled (P < .01) or had a history of mental illness (P < .001). Grill-related burns had a greater proportion of flash/flame burns (P < .001). This study suggests that middle-aged, domiciled males without psychiatric comorbidities are more likely to make preventable grilling errors resulting in burn injuries. Prevention strategies targeting this demographic group should emphasize the risks of grilling while intoxicated, proper handling of propane tanks and lighter fluid, and the use of flash/flame-resistant gear protecting the upper extremities and head/neck.

Lower Admission Prealbumin and Albumin Levels in Unhoused Burn Patients Is a Marker for Poorer Outcomes.

Unhoused (UH) individuals experience burn injuries at a higher rate than domiciled individuals, and have poorer outcomes following injuries. One such mechanism proposed for worsened outcomes is secondary to poor nutrition. Access to proper nutrition and food insecurity are major barriers. Malnutrition has been shown to decrease wound tensile strength, increase infection rates, and prolong healing. The purpose of this study was to understand if albumin and prealbumin could help determine outcomes in UH patients and identify at-risk patients earlier in their hospital course. A retrospective chart review was conducted of UH patients from 2015 through 2023 at a large urban safety net hospital. Data collected included admission laboratory values including albumin and prealbumin. Outcomes studied included length of stay (LOS), Intensive Care Unit (ICU) days, ventilator days, and mortality. Data analysis for the effect of albumin and prealbumin included a zero-truncated negative binomial model for LOS, a negative binomial hurdle model for ICU LOS and ventilator days, and logistic regression for mortality. Three hundred and eighty-five patients met inclusion criteria and of these, 366 had albumin and 361 had prealbumin information. Adjusting for age, gender, and total body surface area, the fewest days in the hospital and lowest odds of admission to the ICU occurred for those with admission albumin values of approximately 3.4-3.5 g/dL. Each unit (g/dL) decrease in albumin was associated with 3.19 times the odds of death (95% CI: 1.42, 7.69). Each unit (mg/dL) decrease in prealbumin was associated with 1.19 times the odds of death (95% CI: 1.06, 1.35). Decreased admission albumin and prealbumin levels are associated with worse burn outcomes in UH patients. These nutritional biomarkers may aid in determining which UH patients are suffering from food insecurity at injury onset. Obtaining these values on admission may help burn providers target nutritional goals in their most vulnerable patients.

Assessing Scar Outcomes Using Objective Scar Measurement Tools: An Adjunct to Validated Scar Evaluation Scales.

INTRO: The assessment of scar outcomes is important to both patient care and research focused on understanding the results of medical and surgical interventions. The Vancouver Scar Scale and Patient and Observer Scar Assessment Scale are validated and simple instruments to assess scars. However, these subjective scales have shortcomings. The VSS fails to capture patient perception and has indeterminate validity and reliability. The POSAS captures patient perception, but the observer scale has been shown to have moderate amounts of inter-rater variability. Studies highlighting the ability of objective scar assessment tools to produce reliable and reproducible results are needed. In this study, we aimed to validate the use of the Fibrometer ®, Elastimeter ®, and SkinColorCatch ® as an objective adjunct in the assessment of hypertrophic scar and keloid outcomes. METHODS: This was a prospective single-center study which assessed patient scars using the Vancouver Scar Scale, the Patient and Observer Scar Assessment scale, and the aforementioned objective study tools. Correlations between the different methods of scar assessment were measured. RESULTS: The Fibrometer ® and SkinColorCatch ® showed significant correlations with the VSS total and the Observer POSAS total. The Elastimeter ® showed significant correlations with both the Patient and Observer POSAS totals. Unexpected correlations between Elastimeter ® measurements and the vascularity/pigmentation of scars indicate that scoring of these categories may be influenced by how severe the scar looks to the observer subjectively, further necessitating the need for reliable objective scar assessment tools. CONCLUSION: These results highlight the ability of these devices to assess scars and demonstrate their potential in serving as an important adjunct to previously validated scar assessment scales.

A Systematic Review of Simulation in Burn Care: Education, Assessment, and Management.

Assessment and management of burns require nuanced, timely interventions in high-stake settings, creating challenges for trainees. Simulation-based education has become increasingly popular in surgical and nonsurgical subspecialties to supplement training without compromising patient safety. This study aimed to systematically review the literature on existing burn management-related simulations. A systematic review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Articles describing burn-specific surgical and nonsurgical simulation models were included. The model type, study description, simulated skills, assessment methods, fidelity, cost, and outcomes were collected. Of 3,472 articles, 31 met inclusion criteria. The majority of simulations were high-fidelity (n=17, 54.8%). Most were immersive (n=17, 54.8%) and used synthetic benchtop models (n=13, 41.9%), whereas none were augmented/virtual reality. Simulations of acute and early surgical intervention techniques (n=16, 51.6%) and burn wound assessments (n=15, 48.4%) were the most common, whereas burn reconstruction was the least common (n=3, 9.7%). Technical skills were taught more often (n=29, 93.5%) than non-technical skills (n=15, 48.4%). Subjective assessments (n=18, 58.1%) were used more often than objective assessments (n=23, 74.2%). Of the studies that reported costs, 91.7% (n=11) reported low costs. This review identified the need to expand burn simulator options, especially for burn reconstruction, and highlighted the paucity of animal, cadavers, and augmented/virtual reality models. Developing validated, accessible burn simulations to supplement training may improve education, patient safety, and outcomes.

Hydroxocobalamin is not associated with methemoglobinemia in patients with inhalation injury and suspected cyanide toxicity and a proposed algorithm for hydroxocobalamin administration.

BACKGROUND: Cyanide poisoning poses a significant threat to burn patients exposed to smoke in residential or workplace fires, leading to central nervous system dysfunction, hemodynamic instability, cardiovascular collapse, and death. Prompt administration of an effective antidote is critical. Hydroxocobalamin, a form of vitamin B12, is the gold standard treatment for cyanide toxicity, by binding to cyanide molecules and converting them into non-toxic cyanocobalamin that is eliminated by the kidneys. This mechanism is distinct from previous cyanide antidotes, which induce the formation of methemoglobin to bind to cyanide. Recent case studies have reported elevated methemoglobin levels after hydroxocobalamin administration, raising concerns regarding its safety. The current study investigates smoke inhalation patients treated with hydroxocobalamin at a single institution Burn Unit in hopes of enhancing our understanding of the complexities surrounding cyanide antidote therapy. METHODS: After Institutional Board Approval, a retrospective cohort study was conducted. Our sample comprised burn patients with inhalation injury admitted to a single institution from 2013 to 2023 and treated with hydroxocobalamin for suspected cyanide toxicity. We also analyzed a matched control cohort of similar patients with inhalation injury not treated with hydroxocobalamin. We analyzed changes and peaks in methemoglobin levels, lactate levels, blood urea nitrogen (BUN) and creatinine, ventilator days, % total body surface area (TBSA), various types of medications and dressings, and mortality. Statistical analyses included t-tests, chi-square, linear and logistic regressions, and correlation analysis. RESULTS: In the study, 36 patients with suspected inhalation injury were treated with hydroxocobalamin at the Los Angeles General (LAG) Burn Unit from 2013 to 2023, who were matched to 32 control patients with inhalation injury who were not treated with hydroxocobalamin. Demographic and baseline characteristics showed no statistically significant differences between the groups, including age, gender, BMI, and %TBSA. No significant differences were found in initial, final, peak, or change in methemoglobin levels. The study also revealed no significant disparities in initial lactate levels, mortality, kidney function tests, ventilator days, surgeries, or use of medications/treatments (e.g., Silvadene dressings, Vitamin C) between the two groups. When controlling for covariates, multiple linear regression analysis (age, gender, and %TBSA) indicated that hydroxocobalamin administration was not significantly associated with changes in methemoglobin or mortality. Increased %TBSA, however, was linked to elevated lactate levels. CONCLUSIONS: Our investigation sought to assess the potential risks associated with hydroxocobalamin administration in burn patients with concomitant inhalation injury. Contrary to our initial hypothesis, we found no statistically significant differences in methemoglobinemia, lactate levels, mortality, or kidney function. The influence of other factors, such as methemoglobinemia-inducing drugs or hydroxocobalamin's interference with co-oximetry, adds complexity. Although elevated methemoglobin levels were observed in some cases, their clinical significance was limited. However, this study's limitations, particularly the rarity of inhalation injury cases with concern for cyanide toxicity, warrant consideration. Further research is required to comprehensively elucidate the impact of hydroxocobalamin administration on burn patients' outcomes.

Social Distancing or Socially Dividing? A Greater Proportion of Vulnerable Patients Admitted to a Metropolitan Burn Center During the COVID-19 Pandemic.

Due to stay-at-home mandates and social distancing, we hypothesized the coronavirus disease 2019 global pandemic altered the epidemiology of burn injuries that presented to a single-institution, metropolitan burn center. A retrospective review of adult and pediatric patients admitted to the center during a 3-year period: 3/20/19-3/19/20 (pre-pandemic year), 3/20/20-3/19/21 (pandemic year 1), and 3/20/21-3/19/22 (pandemic year 2). Variables included patient demographics, burn injury, and hospitalization characteristics. A greater proportion of males compared to females were admitted during the pre-pandemic year with a significant increase in this difference during pandemic year 1 (P < .05). There was a significant increase in the proportion of undomiciled patients admitted between the pre-pandemic year and pandemic year 2 (P < .01). There were significant increases in the proportion of admitted patients who were uninsured, had a history of mental illness and/or substance abuse between pandemic years 1 and 2 (P < .001, P < .05, P < .01) and between the pre-pandemic year and pandemic year 2 (P < .001, P < .01, P < .001). There were significant differences in deepest burn depth and burn etiology between individual years. The proportion of patients with burns treated purely non-operatively significantly increased during pandemic year 1 (P < .05). Greater changes in the demographics of patients with burns admitted after the onset of the pandemic were reported compared to the characteristics and management of their burn injuries. Overall, this study demonstrated that a greater proportion of vulnerable patients were admitted during the pandemic, providing a better understanding of existing health disparities and the differential impact of the pandemic on lower socioeconomic populations.

Long-Term Pulmonary Sequelae After Inhalation Injury: A Retrospective Case-Control Study.

Inhalation injury (INHI) has strong associations with increased rates of in-patient mortality and pneumonia. This study's aim is to review long-term pulmonary outcomes in INHI patients. We present a retrospective cohort of burn patients admitted to an ABA-certified burn unit. Burn patients with or without medically confirmed INHI who were admitted were studied. The control groups were ventilated patients (V) and nonventilated patients (NV). Primary study outcomes were rates of postdischarge pulmonary sequelae, including ineffective airway clearance, infections, shortness of breath, and malignancy. Secondary outcomes included rates of postdischarge surgeries and readmission, postdischarge nonpulmonary sequelae, and postdischarge days to pulmonary/nonpulmonary sequelae. The study population included 33 INHI, 45 V, and 50 NV patients. There were no significant differences in age (P = .98), sex (P = .68), % TBSA (P = .18), pulmonary comorbidity (P = .5), or smoking status (P = .92). Outpatient pulmonary sequelae were significantly higher for both INHI and V groups as compared to NV (21% and 17% vs 4%, P = .023, .043). The number of days from discharge to pulmonary sequelae was significantly shorter in the INHI group vs the V group (162 ± 139 vs 513 ± 314 days, P = .024). All other measures were not significant when comparing INHI to V or NV (P > .05). Both INHI and V groups resulted in higher rates of outpatient pulmonary sequelae independent of inpatient course as compared to NV. While outpatient pulmonary sequelae were not significantly different between INHI and V, the INHI patients presented with complaints earlier.

Temperature Derangement on Admission is Associated With Mortality in Burn Patients-A Nationwide Analysis and Opportunity for Improvement.

Although single-institution studies have described the relationship between hypothermia, burn severity, and complications, there are no national estimates on how temperature on admission impacts hospital mortality. This study aims to evaluate the relationship between admission temperature and complications on a national scale to expose opportunities for improved outcomes. The US National Trauma Data Bank (NTDB) was analyzed between 2007 and 2018. Mortality was modeled using multivariable logistic regression including burn severity variables (% total burn surface area (TBSA), inhalation injury, emergency department (ED) temperature), demographics, and facility variables. Temperature was parsed into three categories: hypothermia (<36.0°C), euthermia (36.0-37.9°C), and hyperthermia (≥38.0°C). A total of 116,796 burn encounters were included of which 77.9% were euthermic, 20.6% were hypothermic and 1.45% were hyperthermic on admission. For every 1.0C drop in body temperature from 36.0°C, mortality increased by 5%. Both hypothermia and hyperthermia were independently associated with increased odds of mortality when controlling for age, gender, inhalation injury, number of comorbidities, and %TBSA burned (p < .001). All temperatures below 36.0°C were significantly associated with increased odds of mortality. Patients with ED temperatures between 32.5 and 33.5°C had the highest odds of mortality (22.0, 95% CI 15.6-31.0, p < .001). ED hypothermia and hyperthermia are independently associated with mortality even when controlling for known covariates associated with inpatient death. These findings underscore the importance of early warming interventions both at the prehospital stage and upon ED arrival. ED temperature could become a quality metric in benchmarking burn centers to improve mortality.

Burn Patient Insurance Status Influences Hospital Discharge Disposition and Utilization of Postdischarge Outpatient Care.

Postdischarge services, such as outpatient wound care, may affect long-term health outcomes and postrecovery quality-of-life. Access to these services may vary according to insurance status and ability to cover out-of-pocket expenses. Our objective was to compare discharge location between burn patients who were uninsured, publicly insured, and privately insured at the time of their burn unit admissions. A retrospective review from July 1, 2015 to November 1, 2019 was performed at an American Burn Association-verified burn center. All admitted burn patients 18 years and older were identified and categorized according to insurance payer type. The primary outcome was discharge location, and secondary outcomes included readmission and outpatient burn care attendance. In total, 284 uninsured, 565 publicly insured, and 293 privately insured patients were identified. There were no significant differences in TBSA (P = .3), inhalation injury (P = .3), intensive care unit days (P = .09), or need for skin grafting (P = .1) between the three groups. For primary outcome, uninsured patients were more likely to be discharged without ancillary services (P < .0001) compared to both publicly and privately insured. Publicly insured patients were more likely to receive skilled nursing care (P = .0007). Privately insured patients were more likely to receive homecare (P = .0005) or transfer for ongoing inpatient care (P < .0001). There was no difference in burn unit readmission rates (P = .5). The uninsured were more likely to follow up with outpatient burn clinic after discharge (P = .004). Uninsured patients were less likely to receive postdischarge resources. Uninsured patients received fewer postdischarge wound care resources which could result in suboptimal long-term results, and diminished return to preinjury functional status. Given the impact of insurance status on discharge location and resources, efforts to increase access for uninsured patients to postdischarge resources will ensure greater healthcare equity and improve quality of comprehensive care regardless of insurance status.

A Fatal Case of Toxic Epidermal Necrolysis Combined With Vanishing Bile Duct Syndrome and Hemophagocytic Lymphohistiocytosis.

This case report describes a case of fatal toxic epidermal necrolysis complicated by both vanishing bile duct syndrome and hemophagocytic lymphohistiocytosis due to Influenza B infection. Here we highlight the potential for complex morbidity secondary to underlying autoimmune hypersensitivity. Furthermore, the stepwise progression of these pathologies is noted, with the initial epidermal lesions first progressing to cholestatic injury and then subsequently to the hematologic manifestations.

A systematic review of machine learning and automation in burn wound evaluation: A promising but developing frontier.

BACKGROUND: Visual evaluation is the most common method of evaluating burn wounds. Its subjective nature can lead to inaccurate diagnoses and inappropriate burn center referrals. Machine learning may provide an objective solution. The objective of this study is to summarize the literature on ML in burn wound evaluation. METHODS: A systematic review of articles published between January 2000 and January 2021 was performed using PubMed and MEDLINE (OVID). Articles reporting on ML or automation to evaluate burn wounds were included. Keywords included burns, machine/deep learning, artificial intelligence, burn classification technology, and mobile applications. Data were extracted on study design, method of data acquisition, machine learning techniques, and machine learning accuracy. RESULTS: Thirty articles were included. Nine studies used machine learning and automation to estimate percent total body surface area (%TBSA) burned, 4 calculated fluid estimations, 19 estimated burn depth, 5 estimated need for surgery, and 2 evaluated scarring. Models calculating %TBSA burned demonstrated accuracies comparable to or better than paper methods. Burn depth classification models achieved accuracies of >83%. CONCLUSION: Machine learning provides an objective adjunct that may improve diagnostic accuracy in evaluating burn wound severity. Existing models remain in the early stages with future studies needed to assess their clinical feasibility.

DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep Learning.

Burn wounds are most commonly evaluated through visual inspection to determine surgical candidacy, taking into account burn depth and individualized patient factors. This process, though cost effective, is subjective and varies by provider experience. Deep learning models can assist in burn wound surgical candidacy with predictions based on the wound and patient characteristics. To this end, we present a multimodal deep learning approach and a complementary mobile application - DL4Burn - for predicting burn surgical candidacy, to emulate the multi-factored approach used by clinicians. Specifically, we propose a ResNet50-based multimodal model and validate it using retrospectively obtained patient burn images, demographic, and injury data.