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A multiple casualty incident clinical tracking form for civilian hospitals

Frangos, Spiros G; Bukur, Marko; Berry, Cherisse; Tandon, Manish; Krowsoski, Leandra; Bernstein, Mark; DiMaggio, Charles; Gulati, Rajneesh; Klein, Michael J
BACKGROUND:While mass-casualty incidents (MCIs) may have competing absolute definitions, a universally accepted criterion is one that strains locally available resources. In the fall of 2017, a MCI occurred in New York and Bellevue Hospi-tal received multiple injured patients within minutes; lessons learned included the need for a formalized, efficient patient and injury tracking system. Our objective was to create an organized MCI clinical tracking form for civilian trauma centers. METHODS:After the MCI, the notes of the surgeon responsible for directing patient triage were analyzed. A suc-cinct, organized template was created that allows MCI directors to track demographics, injuries, interventions, and other important information for hmultiple patients in a real-time fashion. This tool was piloted during a subsequent MCI. RESULTS:In late 2018, the hospital received six patients following another MCI. They arrived within a 4-minute window, with 5 patients being critically injured. Two emergent surgeries and angioembolizations were performed. The tool was used by the MCI director to prioritize and expedite care. All physicians agreed that the tool assisted in organizing diagnostic and therapeutic triage. CONCLUSIONS:During MCIs, a streamlined patient tracking template assists with information recall and communica-tion between providers and may allow for expedited care.
PMID: 32804385
ISSN: 1932-149x
CID: 4566582

Organ Donation in New York State: Did the Implementation of the ACS Verification of Trauma Centers Improve Rates of Organ Donation [Meeting Abstract]

Shah, Noor; Warnack, Elizabeth; DiMaggio, Charles; Klein, Michael Joseph; Berry, Cherisse Danielle
ISI:000582798100566
ISSN: 1072-7515
CID: 4686642

Mangled Lower Extremity Is Associated With Pulmonary Embolism But Not Deep Venous Thrombosis: Results From the Trauma Quality Improvement Program Database

Freitas, Derek; Warnack, Elizabeth; DiMaggio, Charles; Frangos, Spiros; Klein, Michael; Berry, Cherisse; Bukur, Marko
BACKGROUND:The mangled extremity (ME) is a limb with a multisystem injury (soft tissue, bone, nerves, or vessels). We hypothesized that trauma patients who present with mangled lower extremities (ME) experience a higher rate of venous thromboembolism when matched against trauma patients of similar injury burden without ME. MATERIALS AND METHODS/METHODS:Data were abstracted from the Trauma Quality Improvement Program database from 2013 to 2016. Baseline comparisons were made between patients with and without ME. Propensity score matching with logistic regression modeling on the matched sample was performed controlling for patient gender, race, insurance status, age, injury severity score, Charlson comorbidity index, presence of significant other non-ME trauma, use of and time to prophylactic anticoagulation, placement of an inferior vena cava filter, and if immediate operative intervention was performed. RESULTS:A total of 1060 patients presented with an ME. Compared with other trauma patients, those with ME tended to be younger and male. They were more likely to receive prophylactic anticoagulation and an inferior vena cava filter. After propensity score matching, ME was statistically significantly associated with pulmonary embolism (PE) but not deep venous thrombosis (average treatment effect on the treated 1.7%, P = 0.04; and 1.4%, P = 0.22, respectively). These results were confirmed in a logistic regression on the matched sample (odds ratios 1.6, P = 0.11 for deep venous thrombosis, and odds ratio 3.2, P = 0.006 for PE). CONCLUSIONS:Patients with mangled lower extremities experience higher rates of PE. Based on these findings, institutions may consider evaluating their own VTE rates and chemoprophylaxis protocols in those with MEs.
PMID: 31841736
ISSN: 1095-8673
CID: 4242172

Right Place at the Right Time: Thoracotomies at Level I Trauma Centers Have Associated Improved Survival

Oliver, Jamie R; DiMaggio, Charles J; Duenes, Matthew L; Velez, Ana M; Frangos, Spiros G; Berry, Cherisse D; Bukur, Marko
BACKGROUND:Early thoracotomy (ET) is a procedure performed on patients in extremis. Identifying factors associated with ET survival may allow for optimization of guidelines and improved patient selection. OBJECTIVES/OBJECTIVE:The objective of this study was to assess whether ETs performed at Level I trauma centers (TC) are associated with improved survival. METHODS:This was a retrospective study utilizing the National Trauma Databank 2014-2015. We included all thoracotomies performed within 1 h of hospital arrival. Patients were stratified according to TC designation level. Patient demographics, outcomes, and center characteristics were compared. We conducted multivariable regression with survival as the outcome. RESULTS:There were 3183 ETs included in this study; 2131 (66.9%) were performed at Level I TCs. Patients treated at Level I and non-Level I TCs had similar median injury severity scores, as well as signs of life and systolic blood pressures on admission. Patients treated at Level I TCs had significantly higher survival rates (21.6% vs. 16.3%, p < 0.001), with 40% greater odds of survival after controlling for injury-specific factors and emergency medical services transportation time (adjusted odds ratio 1.40, 95% confidence interval 1.04-1.89, p = 0.03). Penetrating injuries had 23.1% survival after ET vs. 12.9% for blunt injuries (adjusted odds ratio 1.86, 95% confidence interval 1.37-2.53, p < 0.001). CONCLUSIONS:ETs performed at Level I TCs were associated with 40% greater odds of survival compared with ETs at non-Level I TCs. This demonstrates that factors extrinsic to the patient may play a role in survival of severely injured patients.
PMID: 31708318
ISSN: 0736-4679
CID: 4184842

Bayesian hierarchical spatial models: Implementing the Besag York Mollié model in stan

Morris, Mitzi; Wheeler-Martin, Katherine; Simpson, Dan; Mooney, Stephen J; Gelman, Andrew; DiMaggio, Charles
This report presents a new implementation of the Besag-York-Mollié (BYM) model in Stan, a probabilistic programming platform which does full Bayesian inference using Hamiltonian Monte Carlo (HMC). We review the spatial auto-correlation models used for areal data and disease risk mapping, and describe the corresponding Stan implementations. We also present a case study using Stan to fit a BYM model for motor vehicle crashes injuring school-age pedestrians in New York City from 2005 to 2014 localized to census tracts. Stan efficiently fit our multivariable BYM model having a large number of observations (n=2095 census tracts) with small outcome counts < 10 in the majority of tracts. Our findings reinforced that neighborhood income and social fragmentation are significant correlates of school-age pedestrian injuries. We also observed that nationally-available census tract estimates of commuting methods may serve as a useful indicator of underlying pedestrian densities.
PMID: 31677766
ISSN: 1877-5853
CID: 4168932

Are Race and Insurance Status Associated with Mortality in Older Adults with Isolated Traumatic Brain Injury? A Trauma Quality Improvement Program Analysis [Meeting Abstract]

Freitas, D M; Warnack, E; DiMaggio, C; Pachter, H L; Frangos, S; Bukur, M; Klein, M; Berry, C D
Introduction: Increasing evidence suggests that disparities in outcomes exist among patients with traumatic brain injury (TBI), but much less is known about such disparities in the elderly. The objective of this study was to determine if race and insurance status are associated with mortality among elderly patients with isolated moderate and severe TBI.
Method(s): A 4-year retrospective analysis of the Trauma Quality Improvement Program database (2013-2016) was performed to identify patients aged 60 and older with isolated moderate or severe TBI. Patients were stratified by race and insurance status comparing demographic characteristics and outcomes. A logistic regression analysis was performed to determine the relationship between race, insurance status, and mortality among elderly patients with isolated moderate and severe TBI.
Result(s): A total of 27,951 patients with isolated TBI were identified. Of those, 7.8% were black with 50.2% having insurance and 79.5% were white with 45.3% having insurance. The overall mortality rate was 9.22% with no significant differences in Head AIS. Black patients with insurance were significantly older (73 vs 63, p<0.001) and had more comorbidities (1 [0,2] vs 0 [0,1], p=0.002) when compared with black patients without insurance. With the exception of age, no significant differences were found among white patients. After adjusting for confounding variables, black race was independently associated with decreased mortality (AOR 0.69, 95% CI 0.5-0.96, p= 0.016).
Conclusion(s): Black race, independent of insurance, is associated with decreased mortality among older adults with isolated moderate and severe TBI. The role of race in affecting mortality following TBI warrants further investigation.
Copyright
EMBASE:2002913791
ISSN: 1072-7515
CID: 4109942

Early Anti-Xa Assay-Guided Low Molecular Weight Heparin Prophylaxis Is Safe in Adult Patients with Acute Traumatic Brain Injury [Meeting Abstract]

Rodier, S; Kim, M; Moore, S; Frangos, S; Tandon, M; Klein, M; Berry, C D; Huang, P P; DiMaggio, C; Bukur, M
Introduction: Venous thromboembolism (VTE) represents a significant source of morbidity after traumatic brain injury (TBI). The safety and timing of VTE chemoprophylaxis after TBI remain a concern, given the risk of intracranial hemorrhage progression. We evaluated the safety of anti-factor Xa assay-guided dosing for chemoprophylaxis in adult TBI patients. We hypothesized that Xa assay-guided chemoprophylaxis would be safe compared with fixed-dosing.
Method(s): An observational analysis of adult TBI patients was performed at a Level I trauma center from August 2016 to September 2017. Patients in the assay-guided group received an initial enoxaparin dose of 0.5 mg/kg, with peak anti-factor Xa activity measured 4 hours after the third dose. Prophylactic range was defined as 0.2 to 0.5 IU/mL with dose adjustment of +/-10 mg based on the assay result. The assay-guided group compared with historical fixed-dose controls, and a TBI cohort from the most recent Trauma Quality Improvement Program data set.
Result(s): Of the 179 patients included in the study, 85 patients were in the assay-guided group and 94 were in the fixed-dose group. Relative to the fixed-dose group, the assay-guided group had a lower Glasgow Coma Scale score and higher Injury Severity Score (Table). The proportion of severe (Abbreviated Injury Scale head >=4) TBI, intracranial hemorrhage progression, and VTE rates were similar between groups. However, the assay-guided group had chemoprophylaxis initiated earlier and had a higher percentage of low molecular weight heparin use relative to the Trauma Quality Improvement Program sample.
Conclusion(s): Early initiation of low molecular weight heparin anti-factor Xa assay-guided VTE prophylaxis is safe in TBI patients. These findings should be validated prospectively in a multicenter study. [Figure presented]
Copyright
EMBASE:2002921623
ISSN: 1072-7515
CID: 4109112

Authors' Response. 'Changes in US Mass Shooting Deaths Associated With the 1994-2004 Federal Assault Weapon Ban: Analysis of Open-Source Data.'

DiMaggio, Charles; Avraham, Jacob; Berry, Cherisse; Bukur, Marko; Klein, Michael; Shah, Noor; Tandon, Manish; Frangos, Spiros
PMID: 31107432
ISSN: 2163-0763
CID: 3920272

Postinjury Complications: Retrospective Study of Causative Factors


Warnack, Elizabeth; Pachter, Hersch Leon; Choi, Beatrix; DiMaggio, Charles; Frangos, Spiros; Klein, Michael; Bukur, Marko
BACKGROUND:Injury care involves the complex interaction of patient, physician, and environment that impacts patient complications, level of harm, and failure to rescue (FTR). FTR represents the likelihood of a hospital to be unable to rescue patients from death after in-hospital complications. OBJECTIVE:This study aimed to hypothesize that error type and number of errors contribute to increased level of harm and FTR. METHODS:Patient information was abstracted from weekly trauma performance improvement (PI) records (from January 1, 2016, to July 19, 2017), where trauma surgeons determined the level of harm and identified the factors associated with complications. Level of harm was determined by definitions set forth by the Agency for Healthcare Research and Quality. Logistic regression was used to determine the impact of individual factors on FTR and level of harm, controlling for age, gender, Charlson score, injury severity score (ISS), error (in diagnosis, technique, or judgment), delay (in diagnosis or intervention), and need for surgery. RESULTS:A total of 2216 trauma patients presented during the study period. Of 2216 patients, 224 (224/2216, 10.10 %) had complications reported at PI meetings; of these, 31 patients (31/224, 13.8 %) had FTR. PI patients were more likely to be older (mean age 51.3 years, SE 1.58, vs 46.5 years, SE 0.51; P=.008) and have higher ISS (median 22 vs 8; P<.001), compared with patients without complications. Physician-attributable errors (odds ratio [OR] 2.82; P=.001), most commonly errors in technique, and nature of injury (OR 1.91; P=.01) were associated with higher levels of harm, whereas delays in diagnosis or intervention were not. Each additional factor involved increased level of harm (OR 2.09; P<.001) and nearly doubled likelihood of FTR (OR 1.95; P=.01). CONCLUSIONS:Physician-attributable errors in diagnosis, technique, or judgment are more strongly correlated with harm than delays in diagnosis and intervention. Increasing number of errors identified in patient care correlates with an increasing level of harm and FTR.
PMID: 31573897
ISSN: 2292-9495
CID: 4116192

Epidemiology of paediatric trauma presenting to US emergency departments: 2006-2012

Avraham, Jacob B; Bhandari, Misha; Frangos, Spiros G; Levine, Deborah A; Tunik, Michael G; DiMaggio, Charles J
BACKGROUND: Traumatic injury is the leading cause of paediatric morbidity and mortality in the USA. We present updated national data on emergency department (ED) discharges for traumatic injury for a recent 7-year period. METHODS: We conducted a descriptive epidemiological analysis of the Nationwide Emergency Department Sample Survey, the largest and most comprehensive database in the USA, for 2006-2012. Among children and adolescents, we tracked changes in injury mechanism and severity, cost of care, injury intent and the role of trauma centres. RESULTS: There was an 8.3% (95% CI 7.7 to 8.9) decrease in the annual number of ED visits for traumatic injury in children and adolescents over the study period, from 8 557 904 (SE=5861) in 2006 to 7 846 912 (SE=5191) in 2012. The case-fatality rate was 0.04% for all injuries and 3.2% for severely injured children. Children and adolescents with high-mortality injury mechanisms were more than three times more likely to be treated at a level 1 trauma centre (OR=3.5, 95% CI 3.3 to 3.7), but were more no more likely to die (OR=0.96, 95% CI 0.93 to 1.00). Traumatic brain injury diagnoses increased 22.2% (95% CI 20.6 to 23.9) during the study period. Intentional assault accounted for 3% (SE=0.1) of all child and adolescent ED injury discharges and 7.2% (SE=0.3) of discharges among 15-19 year-olds. There was an 11.3% (95% CI 10.0 to 12.6) decline in motor vehicle injuries from 2009 to 2012. The total cost of care was $23 billion (SE=0.01), a 78% increase from 2006 to 2012. CONCLUSIONS: This analysis presents a recent portrait of paediatric trauma across the USA. These analyses indicate the important role and value of trauma centre care for injured children and adolescents, and that the most common causes and mechanisms of injury are preventable.
PMID: 29056586
ISSN: 1475-5785
CID: 2757522