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1.
J Public Health Manag Pract ; 27(2): E71-E78, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-32011592

RESUMEN

OBJECTIVE: To review and analyze After Action Reports from jurisdictions in Texas following Hurricanes Katrina and Rita in 2005 and Hurricane Harvey in 2017 in order to assess the utility of AARs as a quality improvement measurement tool. METHODS: The authors searched the Homeland Security Digital Library, the Assistant Secretary for Preparedness and Response Technical Resources, Assistance Center, and Information Exchange, and Google Scholar for any AARs that covered the response phase of at least one of the 3 hurricanes, mentioned the state of Texas, and suggested solutions to problems. The authors applied public health emergency management (PHEM) domains, as outlined by Rose et al, to frame the AAR analysis. AARs were coded by 2 reviewers independently, with a third acting as adjudicator. As an example, the problem statements in 2005 and 2017 AARs from 1 statewide agency were compared. RESULTS: Sixteen AARs met the inclusion criteria. There were 500 identified problem-solution sets mapped to a PHEM domain. The content was unevenly distributed, with most issues coming under PHEM 2: Policies, Plans, Procedures, and Partnerships at 45.2% in the 2005 hurricanes and 39.9% in 2017. AARs lacked consistent format and were often prepared by the response agencies themselves. Five consistent issues were raised in 2005 and again in 2017. These were volunteer management and credential verification, donations management, information sharing, appropriately identifying those requiring a medical needs shelter, and inadequate transportation to support evacuation. CONCLUSION: Because of the lack of objective data, inconsistent format, unevenly distributed content, and lack of adherence to any framework, AARs are fraught with shortcomings as a tool for PHEM. Inclusion of more objective reporting measures is urgently needed.


Asunto(s)
Tormentas Ciclónicas , Planificación en Desastres , Humanos , Difusión de la Información , Texas
2.
Am J Bioeth ; 22(12): 3-6, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-35244526

Asunto(s)
Coraje , Humanos , Recompensa
3.
Am J Emerg Med ; 34(7): 1198-204, 2016 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-27185745

RESUMEN

BACKGROUND: American tackle football is the most popular high-energy impact sport in the United States, with approximately 9 million participants competing annually. Previous epidemiologic studies of football-related injuries have generally focused on specific geographic areas or pediatric age groups. Our study sought to examine patient characteristics and outcomes, including hospital charges, among athletes presenting for emergency department (ED) treatment of football-related injury across all age groups in a large nationally representative data set. METHODS: Patients presenting for ED treatment of injuries sustained playing American tackle football (identified using International Classification of Diseases, Ninth Revision, Clinical Modification code E007.0) from 2010 to 2011 were studied in the Nationwide Emergency Department Sample. Patient-specific injuries were identified using the primary International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis code and categorized by type and anatomical region. Standard descriptive methods examined patient demographics, diagnosis categories, and ED and inpatient outcomes and charges. RESULTS: During the study period 397363 football players presented for ED treatment, 95.8% of whom were male. Sprains/strains (25.6%), limb fractures (20.7%), and head injuries (including traumatic brain injury; 17.5%) represented the most presenting injuries. Overall, 97.9% of patients underwent routine ED discharge with 1.1% admitted directly and fewer than 11 patients in the 2-year study period dying prior to discharge. The proportion of admitted patients who required surgical interventions was 15.7%, of which 89.9% were orthopedic, 4.7% neurologic, and 2.6% abdominal. Among individuals admitted to inpatient care, mean hospital length of stay was 2.4days (95% confidence interval, 2.2-2.6) and 95.6% underwent routine discharge home. The mean total charge for all patients was $1941 (95% confidence interval, $1890-$1992) with substantial injury type-specific variability. Overall, at the US population, estimated total charges of $771299862 were incurred over the 2-year period. CONCLUSION: In this nationally representative sample, most ED-treated injuries associated with football were not acutely life threatening and very few required major therapeutic intervention. This study provides a cross-sectional overview of ED presentation for acute football-related injury across age groups at the population level in recent years. Longitudinal studies may be warranted to examine associations between the patterns of injury observed in this study and long-term outcomes among American tackle football players.


Asunto(s)
Traumatismos en Atletas/epidemiología , Servicio de Urgencia en Hospital , Fútbol Americano/lesiones , Adolescente , Traumatismos en Atletas/economía , Traumatismos en Atletas/terapia , Niño , Estudios Transversales , Femenino , Precios de Hospital , Hospitalización/economía , Hospitalización/estadística & datos numéricos , Humanos , Masculino , Estados Unidos , Adulto Joven
4.
J Emerg Med ; 50(6): 910-8, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-27133736

RESUMEN

BACKGROUND: Patient triage is necessary to manage excessive patient volumes and identify those with critical conditions. The most common triage system used today, Emergency Severity Index (ESI), focuses on resources utilized and critical outcomes. OBJECTIVE: This study derives and validates a computer-based electronic triage system (ETS) to improve patient acuity distribution based on serious patient outcomes. METHODS: This cross-sectional study of 25,198 (97 million weighted) adult emergency department visits from the 2009 National Hospital Ambulatory Medical Care Survey. The ETS distributes patients by using a composite outcome based on the estimated probability of mortality, intensive care unit admission, or transfer to operating room or catheterization suite. We compared the ETS with the ESI based on the differentiation of patients, outcomes, inpatient hospitalization, and resource utilization. RESULTS: Of the patients included, 3.3% had the composite outcome and 14% were admitted, and 2.52 resources/patient were used. Of the 90% triaged to low-acuity levels, ETS distributed patients evenly (Level 3: 30%; Level 4: 30%, and Level 5: 29%) compared to ESI (46%, 34%, and 7%, respectively). The ETS better-identified patients with the composite outcome present in 40% of ETS Level 1 vs. 17% for ESI and the ETS area under the receiver operating characteristic curve (AUC) was 0.83 vs. ESI 0.73. Similar results were found for hospital admission (ETS AUC = 0.83 vs. ESI AUC = 0.72). The ETS demonstrated slight improvements in discriminating patient resource utilization. CONCLUSIONS: The ETS is a triage system based on the frequency of critical outcomes that demonstrate improved differentiation of patients compared to the current standard ESI.


Asunto(s)
Registros Electrónicos de Salud , Servicio de Urgencia en Hospital , Índice de Severidad de la Enfermedad , Triaje/métodos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Área Bajo la Curva , Estudios Transversales , Servicio de Urgencia en Hospital/estadística & datos numéricos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Adulto Joven
8.
Prehosp Disaster Med ; 29(3): 237-44, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24869915

RESUMEN

INTRODUCTION: The 2010 Haiti earthquake and Pakistan floods were similar in their massive human impact. Although the specific events were very different, the humanitarian response to disasters is supposed to achieve the same ends. This paper contrasts the disaster effects and aims to contrast the medium-term response. METHODS: In January 2011, similarly structured population-based surveys were carried out in the most affected areas using stratified cluster designs (80×20 in Pakistan and 60×20 in Haiti) with probability proportional to size sampling. RESULTS: Displacement persisted in Haiti and Pakistan at 53% and 39% of households, respectively. In Pakistan, 95% of households reported damage to their homes and loss of income or livelihoods, and in Haiti, the rates were 93% and 85%, respectively. Frequency of displacement, and income or livelihood loss, were significantly higher in Pakistan, whereas disaster-related deaths or injuries were significantly more prevalent in Haiti. CONCLUSION: Given the rise in disaster frequency and costs, and the volatility of humanitarian funding streams as a result of the recent global financial crisis, it is increasingly important to measure the impact of humanitarian response against the goal of a return to normalcy.


Asunto(s)
Terremotos , Inundaciones , Incidentes con Víctimas en Masa , Sistemas de Socorro , Trabajo de Rescate , Demografía , Femenino , Haití/epidemiología , Humanos , Masculino , Pakistán/epidemiología , Prevalencia , Encuestas y Cuestionarios , Heridas y Lesiones/epidemiología
10.
Disaster Med Public Health Prep ; 18: e1, 2023 Dec 11.
Artículo en Inglés | MEDLINE | ID: mdl-38073565

RESUMEN

Medical surge events require effective coordination between multiple partners. Unfortunately, the information technology (IT) systems currently used for information-sharing by emergency responders and managers in the United States are insufficient to coordinate with health care providers, particularly during large-scale regional incidents. The numerous innovations adopted for the COVID-19 response and continuing advances in IT systems for emergency management and health care information-sharing suggest a more promising future. This article describes: (1) several IT systems and data platforms currently used for information-sharing, operational coordination, patient tracking, and resource-sharing between emergency management and health care providers at the regional level in the US; and (2) barriers and opportunities for using these systems and platforms to improve regional health care information-sharing and coordination during a large-scale medical surge event. The article concludes with a statement about the need for a comprehensive landscape analysis of the component systems in this IT ecosystem.


Asunto(s)
Planificación en Desastres , Tecnología de la Información , Incidentes con Víctimas en Masa , Humanos , Atención a la Salud , Sistemas de Información , Capacidad de Reacción , Estados Unidos
11.
J Am Coll Surg ; 236(1): 168-175, 2023 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-36102547

RESUMEN

BACKGROUND: In 2021, 702 people died in mass shooting incidents (MSIs) in the US. To define the best healthcare response to MSIs, the Uniformed Services University's National Center for Disaster Medicine and Public Health hosted a consensus conference of emergency medical services (EMS) clinicians, emergency medicine (EM) physicians, and surgeons who provided medical response to six of the nation's largest recent mass shootings. STUDY DESIGN: The study consisted of a 3-round modified Delphi process. A planning committee selected 6 MSI sites with the following criteria: the MSI occurred in 2016 or later, and must have resulted in at least 15 people killed and injured. The MSI sites were Orlando, FL, Las Vegas, NV, Sutherland Springs, TX, Parkland, FL, El Paso, TX, and Dayton, OH. Fifteen clinicians participated in the conference. All participants had EMS, EM, or surgery expertise and responded to 1 of the 6 MSIs. The first round consisted of a 2-part survey. The second and third rounds consisted of site-specific presentations followed by specialty-specific discussion groups to generate consensus recommendations. RESULTS: The 3 specialty-specific groups created 8 consensus recommendations in common. These 8 recommendations addressed readiness training, public education, triage, communication, patient tracking, medical records, family reunification, and mental health services for responders. There were an additional 11 recommendations created in common between 2 subgroups, either EMS and EM (2), EM and surgery (7), or EMS and surgery (2). CONCLUSIONS: There are multiple common recommendations identified by EMS, EM, and surgery clinicians who responded to recent MSIs. Clinicians, emergency planners, and others involved in preparing and executing a response to a future mass shooting event may benefit from considering these consensus lessons learned.


Asunto(s)
Servicios Médicos de Urgencia , Medicina de Emergencia , Humanos , Triaje/métodos , Consenso , Atención a la Salud
12.
Health Secur ; 21(5): 333-340, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37552816

RESUMEN

The congressionally authorized National Disaster Medical System Pilot Program was created in December 2019 to strengthen the medical surge capability, capacity, and interoperability of affiliated healthcare facilities in 5 regions across the United States. The COVID-19 pandemic provided an unprecedented opportunity to learn how participating healthcare facilities handled medical surge events during an active public health emergency. We applied a modified version of the Barbisch and Koenig 4-S framework (staff, stuff, space, systems) to analyze COVID-19 surge management practices implemented by healthcare stakeholders at 5 pilot sites. In total, 32 notable practices were identified to increase surge capacity during the COVID-19 pandemic that have potential applications for other healthcare facilities. We found that systems was the most prevalent domain of surge capacity among the identified practices. Systems and staff were discussed across all 5 pilot sites and were the 2 domains co-occurring most often within each surge management practice. These results can inform strategies for scaling up and optimizing medical surge capability, capacity, and interoperability of healthcare facilities nationwide. This study also specifies areas of surge capacity worthy of strategic focus in the pilot's planning and implementation efforts while more broadly informing the US healthcare system's response to future large-scale, medical surge events.


Asunto(s)
COVID-19 , Planificación en Desastres , Desastres , Estados Unidos , Humanos , Capacidad de Reacción , Pandemias/prevención & control , Atención a la Salud
13.
Health Secur ; 21(4): 310-318, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37294940

RESUMEN

The National Disaster Medical System (NDMS) Pilot Program was authorized by Congress to improve the interoperability, capabilities, and capacity of the NDMS. To develop a roadmap for planning and research, the mixed methods Military-Civilian NDMS Interoperability Study (MCNIS) was conducted in 2020-2021. The initial qualitative phase of the study identified critical themes for improvement: (1) coordination, collaboration, and communication; (2) funding and incentives to increase private sector preparedness; (3) staffing capacity and competencies; (4) clinical and support surge capacity; (5) training, education, and exercises between federal and private sector partners; and (6) metrics, benchmarks, and modeling to track NDMS performance. These qualitative findings were subsequently refined, validated, and prioritized through a quantitative survey. Expert respondents ranked 64 statements based on weaknesses and opportunities identified during the qualitative phase. Data were collected using Likert scales, and multivariate proportions and confidence intervals were estimated to compare and prioritize each statement's level of support. Pairwise tests were conducted for each item-to-item pair to determine statistically significant differences. The survey results corroborated the earlier qualitative findings, with all weaknesses and opportunities ranked as important by a majority of respondents. Survey results also pointed to specific priorities for interventions within the 6 previously identified themes. As with the qualitative study, the survey found that the most common weaknesses and opportunities were related to coordination, collaboration, and communication, especially regarding information technology and planning at the federal and regional levels. These priority interventions are now being developed, implemented, and validated at 5 pilot partner sites.


Asunto(s)
Planificación en Desastres , Desastres , Personal Militar , Humanos , Encuestas y Cuestionarios
14.
Prehosp Disaster Med ; 27(3): 280-5, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22694923

RESUMEN

During responses to disasters, the credibility of humanitarian agencies can be threatened by perceptions of poor quality of the responses. Many initiatives have been introduced over the last two decades to help address these issues and enhance the overall quality of humanitarian response, often with limited success. There remain important gaps and deficiencies in quality assurance efforts, including potential conflicts of interest. While many definitions for quality exist, a common component is that meeting the needs of the "beneficiary" or "client" is the ultimate determinant of quality. This paper examines the current status of assessment and accountability practices in the humanitarian response community, identifies gaps, and recommends timely, concise, and population-based assessments to elicit the perspective of quality performance and accountability to the affected populations. Direct and independent surveys of the disaster-affected population will help to redirect ongoing aid efforts, and generate more effective and comparable methods for assessing the quality of humanitarian practices and assistance activities.


Asunto(s)
Altruismo , Desastres , Garantía de la Calidad de Atención de Salud , Sistemas de Socorro/normas , Responsabilidad Social , Conflicto de Intereses , Humanos , Cooperación Internacional
15.
J Trauma Acute Care Surg ; 93(2S Suppl 1): S136-S146, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35605023

RESUMEN

ABSTRACT: A scoping review was conducted to describe the history of the National Disaster Medical System (NDMS) in the context of US military medical preparedness for a large-scale overseas military conflict. National Disaster Medical System civilian hospitals would serve as backups to military treatment facilities if both US Department of Defense and US Department of Veterans Affairs hospitals reached capacity during such a conflict. Systematic searches were used to identify published works discussing the NDMS in the scientific and gray literature. Results were limited to publicly available unclassified English language works from 1978 to January 2022; no other restrictions were placed on the types of published works. Full-text reviews were conducted on identified works (except student papers and dissertations) to determine the extent to which they addressed NDMS definitive care. Data charting was performed on a final set of papers to assess how these works addressed NDMS definitive care. The search identified 54 works published between 1984 and 2022. More than half of the publications were simple descriptions of the NDMS (n = 30 [56%]), and most were published in academic or professional journals (n = 38 [70%]). Only nine constituted original research. There were recurrent criticisms of and recommendations for improving the definitive care component of the NDMS. The lack of published literature on NDMS definitive care supports the assertion that the present-day NDMS may lack the capacity and military-civilian interoperability necessary to manage the casualties resulting from a large-scale overseas military conflict.


Asunto(s)
Planificación en Desastres , Desastres , Personal Militar , Planificación en Desastres/métodos , Humanos
16.
Disaster Med Public Health Prep ; 17: e110, 2022 01 10.
Artículo en Inglés | MEDLINE | ID: mdl-35000643

RESUMEN

OBJECTIVE: The aim of this study was to investigate the performance of key hospital units associated with emergency care of both routine emergency and pandemic (COVID-19) patients under capacity enhancing strategies. METHODS: This investigation was conducted using whole-hospital, resource-constrained, patient-based, stochastic, discrete-event, simulation models of a generic 200-bed urban U.S. tertiary hospital serving routine emergency and COVID-19 patients. Systematically designed numerical experiments were conducted to provide generalizable insights into how hospital functionality may be affected by the care of COVID-19 pandemic patients along specially designated care paths, under changing pandemic situations, from getting ready to turning all of its resources to pandemic care. RESULTS: Several insights are presented. For example, each day of reduction in average ICU length of stay increases intensive care unit patient throughput by up to 24% for high COVID-19 daily patient arrival levels. The potential of 5 specific interventions and 2 critical shifts in care strategies to significantly increase hospital capacity is also described. CONCLUSIONS: These estimates enable hospitals to repurpose space, modify operations, implement crisis standards of care, collaborate with other health care facilities, or request external support, thereby increasing the likelihood that arriving patients will find an open staffed bed when 1 is needed.


Asunto(s)
COVID-19 , Humanos , COVID-19/epidemiología , SARS-CoV-2 , Pandemias/prevención & control , Unidades de Cuidados Intensivos , Cuidados Críticos , Centros de Atención Terciaria
17.
Disaster Med Public Health Prep ; 16(3): 859-863, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-33143803

RESUMEN

The national response to the coronavirus disease 2019 (COVID-19) pandemic has highlighted critical weaknesses in domestic health care and public health emergency preparedness, despite nearly 2 decades of federal funding for multiple programs designed to encourage cross-cutting collaboration in emergency response. Health-care coalitions (HCCs), which are funded through the Hospital Preparedness Program, were first piloted in 2007 and have been continuously funded nationwide since 2012 to support broad collaborations across public health, emergency management, emergency medical services, and the emergency response arms of the health-care system within a geographical area. This commentary provides a SWOT (strengths, weaknesses, opportunities, and threats) analysis to summarize the strengths, weaknesses, opportunities, and threats related to the current HCC model against the backdrop of COVID-19. We close with concrete recommendations for better leveraging the HCC model for improved health-care system readiness. These include better evaluating the role of HCCs and their members (including the responsibility of the HCC to better communicate and align with other sectors), reconsidering the existing framework for HCC administration, increasing incentives for meaningful community participation in HCC preparedness, and supporting next-generation development of health-care preparedness systems for future pandemics.


Asunto(s)
COVID-19 , Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , COVID-19/epidemiología , Federación para Atención de Salud , Pandemias/prevención & control
18.
Disaster Med Public Health Prep ; 17: e285, 2022 09 05.
Artículo en Inglés | MEDLINE | ID: mdl-36059102

RESUMEN

OBJECTIVE: The coronavirus disease 2019 (COVID-19) pandemic dramatically accelerated a growing trend toward online and asynchronous education and professional training, including in the disaster medicine and public health sector. This study analyzed the impact of the COVID-19 pandemic on the growth of the TRAIN Learning Network (TRAIN) for the year 2020 and evaluated pandemic-related changes in use patterns by disaster and public health professionals. METHODS: The TRAIN database was queried to determine the change in the number of registered users, total courses completed, and courses completed related to COVID-19 during 2020. RESULTS: In 2020, a total of 755,222 new users joined the platform - nearly 3 times the average added annually over the preceding 5 y (2015-2019). TRAIN users completed 3,259,074 training courses in 2020, more than double the average number of training courses that were completed annually from 2015-2019. In addition, 17.8% of all newly added disaster and public health training courses in 2020 were specifically related to COVID-19. CONCLUSION: Online education provided by TRAIN is a critical tool for just-in-time disaster health training following a disaster event or public health emergency, including in a global health crisis such as a pandemic.


Asunto(s)
COVID-19 , Medicina de Desastres , Desastres , Humanos , COVID-19/epidemiología , Salud Pública/educación , Pandemias , Medicina de Desastres/educación
19.
Health Secur ; 20(4): 339-347, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35856842

RESUMEN

The definitive care component of the National Disaster Medical System (NDMS) may not be able to effectively manage tens of thousands of casualties resulting from a catastrophic disaster incident or overseas conflict. To address this potential national security threat, Congress authorized the US Secretary of Defense to conduct the NDMS Pilot Program to improve the interoperability, special capabilities, and patient capacity of the NDMS. The pilot's first phase was the Military-Civilian NDMS Interoperability Study, designed to identify broad themes to direct further NDMS research. Researchers conducted a series of facilitated discussions with 49 key NDMS federal and civilian (private sector) stakeholders to identify and assess weaknesses and opportunities for improving the NDMS. After qualitative analysis, 6 critical themes emerged: (1) coordination, collaboration, and communication between federal and private sector NDMS partners; (2) funding and incentives for improved surge capacity and preparedness for NDMS partners; (3) staffing capacity and competencies for government and private NDMS partners; (4) surge capacity, especially at private sector healthcare facilities; (5) training, education, and exercises and knowledge sharing between federal and private sector NDMS partners; and (6) metrics, benchmarks, and modeling for NDMS partners to track their NDMS-related capabilities and performance. These findings provide a roadmap for federal-level changes and additional operations research to strengthen the NDMS definitive care system, particularly in the areas of policy and legislation, operational coordination, and funding.


Asunto(s)
Planificación en Desastres , Desastres , Personal Militar , Carbolinas , Comunicación , Planificación en Desastres/métodos , Humanos
20.
J Emerg Med ; 41(3): 302-9, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-20950984

RESUMEN

BACKGROUND: Increased utilization of computed tomography (CT) in emergency departments (EDs) has become a concern due to its expense and the potential risks associated with radiation exposure. OBJECTIVE: To describe the predictors of CT utilization based on patient, provider, and ED characteristics. METHODS: There were 3,217,396 ED patient visits during a 12-month period that were included in this retrospective analysis of a database from a single billing company that included 227 EDs in 41 states. Data were collected between January 1, 2006 and December 31, 2006 and included patient visit information, CT use for each patient visit, patient demographics, ED provider information, and ED volume. RESULTS: The CT utilization rate was 16.7% (95% confidence interval [CI] 16.7-16.8%) for adults, whereas in pediatric patients (< 18 years of age) it was 5.3% (95% CI 5.3-5.4%). The adult CT utilization rate ranged from 11.3% (95% CI 11.2-11.4%) at age 20-29 years to 24.6% (95% CI 24.5-24.8%) for those>65 years of age. For the admitted patients, the CT utilization rate was 27.8% (95% CI 27.6-27.9%); for the patients transferred out of the hospital, the CT utilization rate was 23.2% (95% CI 22.9-23.6%). Discharged patients had a rate of 11.3% (95% CI 11.2-11.3%) and patients who left against medical advice had a scan rate of 20.2% (95% CI 19.6-20.7%). The CT utilization rate was 9.3% (95% CI 9.2-9.4%) in EDs with<20,000 annual visits and increased to 17.8% (95% CI 17.7-17.9%) in EDs with volumes of>40,000. The CT utilization rate was 16.1% (95% CI 16.1-16.2%) for emergency medicine boarded physicians vs. 11.3% (95% CI 11.3-11.4%) for non-emergency-medicine boarded physicians. CONCLUSIONS: CT utilization by EDs seems to vary by a number of parameters, including patient age, ED volume, training background of the provider, and disposition status of the patient.


Asunto(s)
Servicio de Urgencia en Hospital/estadística & datos numéricos , Tomografía Computarizada por Rayos X/estadística & datos numéricos , Adolescente , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Estados Unidos , Adulto Joven
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