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Hwang B, Jeong T, Jo J. Relationships between trauma death, disability, and geographic factors: a systematic review. Clin Exp Emerg Med 2023; 10:426-437. [PMID: 37525580 PMCID: PMC10790073 DOI: 10.15441/ceem.23.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 04/17/2023] [Accepted: 04/17/2023] [Indexed: 08/02/2023] Open
Abstract
OBJECTIVE Trauma is a global health problem. The causes of trauma-related deaths are diverse and may depend in part on socioeconomic and geographical factors; however, there have been few studies addressing such relationships. The aim of this study was to investigate the relationships between trauma and geographical factors in order to support policy recommendations to reduce trauma-related deaths and disability. METHODS In accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, we searched international and Korean databases to retrieve relevant literature published between 2000 and 2020. RESULTS Thirty-two studies showed a positive relationship between the outcomes of major trauma and geographical factors. The study investigated regional factors including economic factors such as size of urban areas, gross domestic product, and poverty rate, as well as hospital parameters, such as presence of trauma centers and number of hospital beds. There was a tendency toward higher mortality rates in rural and low-income areas, and most of the studies reported that the presence of trauma centers reduced trauma-related mortality rates. CONCLUSION Our study showed that geographic factors influence trauma outcomes. The findings suggest geographical considerations be included in care plans to reduce death and disability caused by trauma.
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Affiliation(s)
- Bona Hwang
- Korea Disease Control and Prevention Agency, Cheongju, Korea
| | - Taewook Jeong
- Department of Emergency Medical Technology, Seojeong University, Yanju, Korea
| | - Jiyeon Jo
- Chungcheongbukdo Public Health Policy Institute, Cheongju, Korea
- Korea Paramedic Education Research Society, Seoul, Korea
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A Propensity Score-Matched Comparison of In-Hospital Mortality between Dedicated Regional Trauma Centers and Emergency Medical Centers in the Republic of Korea. Emerg Med Int 2022; 2022:5749993. [PMID: 36438862 PMCID: PMC9683976 DOI: 10.1155/2022/5749993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 11/09/2022] [Accepted: 11/10/2022] [Indexed: 11/18/2022] Open
Abstract
Background In the Republic of Korea, a trauma care system was not created until 2012, at which point regional trauma centers (RTCs) were established nationwide. In accordance with the national emergency care system and legislation, regional and local emergency medical centers (EMCs) also treat patients presenting with trauma. The aim of the present study was to assess whether treatment in RTCs is truly associated with better patient outcomes than that in EMCs by means of propensity score-matched comparisons and to identify populations that would benefit from treatment in RTCs. Methods This study analyzed the data of patients with consecutive emergency visits between January 1, 2018, and December 31, 2018, collected in the National Emergency Department Information System registry. Data from RTCs, designated regional EMCs, or local EMCs were included; data from smaller emergency departments were excluded because, in Korea, dedicated RTCs are established only in hospitals with regional or local EMCs. Propensity scores for treatment in RTCs or EMCs were estimated by logistic regression using linear terms. Mortality rates in RTCs and EMCs were compared between the matched samples. Results The in-hospital mortality rates in the matched cases treated in RTCs and EMCs were 1.4% and 1.6%, respectively. The odds ratio for in-hospital mortality in RTCs over EMCs was 0.984 (95% confidence interval: 0.813–1.191). Among the subgroups evaluated, the subgroup of patients with injuries involving the chest or lower limbs showed a significant difference in the in-hospital mortality rate. Conclusion There was no significant difference in the overall severity-adjusted mortality rate between patients treated in RTCs and EMCs. Treatment in an RTC might benefit those with injuries involving the chest or lower limbs.
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Moeng MS, Luvhengo TE. Analysis of Surgical Mortalities Using the Fishbone Model for Quality Improvement in Surgical Disciplines. World J Surg 2022; 46:1006-1014. [PMID: 35119512 DOI: 10.1007/s00268-021-06414-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/20/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND The healthcare industry is complex and prone to the occurrence of preventable patient safety incidents. Most serious patient safety events in surgery are preventable. AIM This study was conducted to determine the rate of occurrence of preventable mortalities and to use the fishbone model to establish the main contributing factors. METHODS We reviewed the records of patients who died following admission to the surgical wards. Data regarding their demography, diagnosis, acuity, comorbidities, categorization of death and contributing factors were extracted from the Research Electronic Data Capture (REDCap) database. Factors which contributed to preventable and potentially preventable mortalities were collated. The fishbone model was used for root cause analysis. The study received prior ethical clearance (M190122). RESULTS Records of 859 mortalities were found, of which 65.7% (564/859) were males. The median age of the patients who died was 49 years (IQR: 33-64 years). The median length of hospital stay before death was three days (IQR: 1-11 days). Twenty-four percent (24.1%) of the deaths were from gastrointestinal (GIT) emergencies, 18.4% followed head injury and 17.0% from GIT cancers. Overall, 5.4% of the mortalities were preventable, and 41.1% were considered potentially preventable. The error of judgment and training issues accounted for 46% of mortalities. CONCLUSION Most surgical mortalities involve males, and around 46% are either potentially preventable or preventable. The majority of the mortality were associated with GIT emergencies, head injury and advanced malignancies of the GIT. The leading contributing factors to preventable and potentially preventable mortalities were the error of judgment, inadequate training and shortage of resources.
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Affiliation(s)
- M S Moeng
- Charlotte Maxeke Johannesburg Academic Hospital (CMJAH), University of the Witwatersrand, Box 7053, Cresta, Johannesburg, Republic of South Africa.
| | - T E Luvhengo
- Clinical Head Department of Surgery, CMJAH, University of the Witwatersrand, Johannesburg, Republic of South Africa
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Hakkenbrak NAG, Mikdad SY, Zuidema WP, Halm JA, Schoonmade LJ, Reijnders UJL, Bloemers FW, Giannakopoulos GF. Preventable death in trauma: A systematic review on definition and classification. Injury 2021; 52:2768-2777. [PMID: 34389167 DOI: 10.1016/j.injury.2021.07.040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/26/2021] [Accepted: 07/27/2021] [Indexed: 02/02/2023]
Abstract
PURPOSE Trauma-related preventable death (TRPD) has been used to assess the management and quality of trauma care worldwide. However, due to differences in terminology and application, the definition of TRPD lacks validity. The aim of this systematic review is to present an overview of current literature and establish a designated definition of TRPD to improve the assessment of quality of trauma care. METHODS A search was conducted in PubMed, Embase, the Cochrane Library and the Web of Science Core Collection. Including studies regarding TRPD, published between January 1, 1990, and April 6, 2021. Studies were assessed on the use of a definition of TRPD, injury severity scoring tool and panel review. RESULTS In total, 3,614 articles were identified, 68 were selected for analysis. The definition of TRPD was divided in four categories: I. Clinical definition based on panel review or expert opinion (TRPD, trauma-related potentially preventable death, trauma-related non-preventable death), II. An algorithm (injury severity score (ISS), trauma and injury severity score (TRISS), probability of survival (Ps)), III. Clinical definition completed with an algorithm, IV. Other. Almost 85% of the articles used a clinical definition in some extend; solely clinical up to an additional algorithm. A total of 27 studies used injury severity scoring tools of which the ISS and TRISS were the most frequently reported algorithms. Over 77% of the panels included trauma surgeons, 90% included other specialist; 61% emergency medicine physicians, 46% forensic pathologists and 43% nurses. CONCLUSION The definition of TRPD is not unambiguous in literature and should be based on a clinical definition completed with a trauma prediction algorithm such as the TRISS. TRPD panels should include a trauma surgeon, anesthesiologist, emergency physician, neurologist, and forensic pathologist.
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Affiliation(s)
- N A G Hakkenbrak
- Trauma Unit, Department of Surgery, Amsterdam University Medical Centre, location AMC, Amsterdam, the Netherlands; Department of Trauma surgery, Amsterdam University Medical Centre, location VU medical centre, Amsterdam, the Netherlands.
| | - S Y Mikdad
- Trauma Unit, Department of Surgery, Amsterdam University Medical Centre, location AMC, Amsterdam, the Netherlands; Department of Trauma surgery, Amsterdam University Medical Centre, location VU medical centre, Amsterdam, the Netherlands
| | - W P Zuidema
- Department of Trauma surgery, Amsterdam University Medical Centre, location VU medical centre, Amsterdam, the Netherlands
| | - J A Halm
- Trauma Unit, Department of Surgery, Amsterdam University Medical Centre, location AMC, Amsterdam, the Netherlands
| | - L J Schoonmade
- Medical Library, Vrije Universiteit Amsterdam, the Netherlands
| | - U J L Reijnders
- Department of Forensic Medicine, Public Health Service of Amsterdam, the Netherlands
| | - F W Bloemers
- Trauma Unit, Department of Surgery, Amsterdam University Medical Centre, location AMC, Amsterdam, the Netherlands; Department of Trauma surgery, Amsterdam University Medical Centre, location VU medical centre, Amsterdam, the Netherlands
| | - G F Giannakopoulos
- Trauma Unit, Department of Surgery, Amsterdam University Medical Centre, location AMC, Amsterdam, the Netherlands
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Choi SH, Kim JY, Yoon YH. Analysis of polymorphonuclear cell apoptosis and inflammatory cytokines in trauma patients in the emergency department. Am J Transl Res 2021; 13:10617-10624. [PMID: 34650734 PMCID: PMC8507036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 04/15/2021] [Indexed: 06/13/2023]
Abstract
INTRODUCTION Durring the immune-inflammation cascade in trauma patients, the roles of polymorphonuclear cells (PMNs) and inflammatory cytokines are very important; however, there is little research in this area, especially for patients with multiple traumas. This study aimed to determine the effects of inflammatory cytokines and apoptosis of PMNs on the prognosis of patients with multiple traumas in tertiary medical centers. MATERIALS AND METHODS The study subjects were patients with multiple severe traumas who had visited the emergency department. More specifically, patients with multiple traumas included those who had visited the emergency department because of trauma and presented with trauma in more than two body regions. The severity of the traumas was evaluated using the Glasgow coma scale (GCS) and abbreviated injury scale (AIS). In addition, prognostic factors including the length of the hospital stay in the intensive care unit (ICU), the condition upon discharge from the emergency department (discharge, hospitalization in a general ward, hospitalization in the intensive care unit, transfer to a different hospital, surgical operation, death, etc.), outcome of the surgical operation, and presence of infection were examined. To examine the inflammatory response factors, blood samples were obtained. Flow cytometry was performed to analyze PMN cell apoptosis. For comparative analysis, the patients were categorized according to their admission type and the presence of hemorrhagic shock. RESULTS Ninety-six patients were enrolled in the study (mean age 51.4 ± 16.7 years). When inpatients that had been admitted to the ICU were compared with general-ward inpatients, apoptosis, ROS, MIF, TNF-α, and IL-6 levels were found to be higher, with levels of TNF-α showing a statistically significant difference (726.7 ± 1524.2 vs. 37.5 ± 83.0, P = 0.037). PMN cell apoptosis was rarely observed in shock patients compared with non-shock patients (5.1 ± 5.8 vs. 15.0 ± 26.1, P = 0.004). When subjects were classified based on AIS (11 points or more, no more than 11 points), no significant differences were found between groups. CONCLUSION Findings of laboratory tests targeting trauma patients who required hospitalization showed that levels of inflammatory cytokines such as TNF-α were increased in ICU-hospitalized patients. PMN cell apoptosis was reduced according to the initial laboratory data of patients with hemorrhagic shock in the emergency department.
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Affiliation(s)
- Sung-Hyuk Choi
- Department of Emergency Medicine, Korea University College of Medicine Seoul, Republic of Korea
| | - Jung-Youn Kim
- Department of Emergency Medicine, Korea University College of Medicine Seoul, Republic of Korea
| | - Young-Hoon Yoon
- Department of Emergency Medicine, Korea University College of Medicine Seoul, Republic of Korea
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Hwang K, Jung K, Kwon J, Moon J, Heo Y, Lee JCJ, Huh Y. Distribution of Trauma Deaths in a Province of Korea: Is "Trimodal" Distribution Relevant Today? Yonsei Med J 2020; 61:229-234. [PMID: 32102123 PMCID: PMC7044690 DOI: 10.3349/ymj.2020.61.3.229] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 01/07/2020] [Accepted: 01/31/2020] [Indexed: 11/27/2022] Open
Abstract
PURPOSE This study was designed to provide a basis for building a master plan for a regional trauma system by analyzing the distribution of trauma deaths in the most populous province in Korea. MATERIALS AND METHODS We investigated the time distribution to death for trauma patients who died between January and December 2017. The time distribution to death was categorized into four groups (within a day, within a week, within a month, and over a month). Additionally, the distribution of deaths within 24 hours was further analyzed. We also reviewed the distribution of deaths according to the cause of death and mechanism of injury. RESULTS Of the 1546 trauma deaths, 328 cases were included in the final study population. Patients who died within a day were the most prevalent (40.9%). Of those who died within a day, the cases within an hour accounted for 40.3% of the highest proportion. The majority of trauma deaths within 4 hours were caused by traffic-related accidents (60.4%). The deaths caused by bleeding and central nervous system injuries accounted for most (70.1%) of the early deaths, whereas multi-organ dysfunction syndrome/sepsis had the highest ratio (69.7%) in the late deaths. Statistically significant differences were found in time distribution according to the mechanism of injury and cause of death (p<0.001). CONCLUSION The distribution of overall timing of death was shown to follow a bimodal pattern rather than a trimodal model in Korea. Based on our findings, a suitable and modified trauma system must be developed.
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Affiliation(s)
- Kyungjin Hwang
- Division of Trauma Surgery, Department of Surgery, Ajou University School of Medicine, Suwon, Korea
- Ajou University Hospital/Gyeonggi South Regional Trauma Center, Suwon, Korea
| | - Kyoungwon Jung
- Division of Trauma Surgery, Department of Surgery, Ajou University School of Medicine, Suwon, Korea
- Ajou University Hospital/Gyeonggi South Regional Trauma Center, Suwon, Korea
| | - Junsik Kwon
- Division of Trauma Surgery, Department of Surgery, Ajou University School of Medicine, Suwon, Korea
- Ajou University Hospital/Gyeonggi South Regional Trauma Center, Suwon, Korea
| | - Jonghwan Moon
- Division of Trauma Surgery, Department of Surgery, Ajou University School of Medicine, Suwon, Korea
- Ajou University Hospital/Gyeonggi South Regional Trauma Center, Suwon, Korea
| | - Yunjung Heo
- Health Insurance Review & Assessment Research Institute, Wonju, Korea
| | - John Cook Jong Lee
- Division of Trauma Surgery, Department of Surgery, Ajou University School of Medicine, Suwon, Korea
- Ajou University Hospital/Gyeonggi South Regional Trauma Center, Suwon, Korea
| | - Yo Huh
- Division of Trauma Surgery, Department of Surgery, Ajou University School of Medicine, Suwon, Korea
- Ajou University Hospital/Gyeonggi South Regional Trauma Center, Suwon, Korea.
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Edem IJ, Dare AJ, Byass P, D'Ambruoso L, Kahn K, Leather AJM, Tollman S, Whitaker J, Davies J. External injuries, trauma and avoidable deaths in Agincourt, South Africa: a retrospective observational and qualitative study. BMJ Open 2019; 9:e027576. [PMID: 31167869 PMCID: PMC6561452 DOI: 10.1136/bmjopen-2018-027576] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 04/21/2019] [Accepted: 04/23/2019] [Indexed: 12/05/2022] Open
Abstract
OBJECTIVE Injury burden is highest in low-income and middle-income countries. To reduce avoidable deaths, it is necessary to identify health system deficiencies preventing timely, quality care. We developed criteria to use verbal autopsy (VA) data to identify avoidable deaths and associated health system deficiencies. SETTING Agincourt, a rural Bushbuckridge municipality, Mpumalanga Province, South Africa. PARTICIPANTS Agincourt Health and Socio-Demographic Surveillance System and healthcare providers (HCPs) from local hospitals. METHODS A literature review to explore definitions of avoidable deaths after trauma and barriers to access to care using the 'three delays framework' (seeking, reaching and receiving care) was performed. Based on these definitions, this study developed criteria, applicable for use with VA data, for identifying avoidable death and which of the three delays contributed to avoidable deaths. These criteria were then applied retrospectively to the VA-defined category external injury deaths (EIDs-a subset of which are trauma deaths) from 2012 to 2015. The findings were validated by external expert review. Key informant interviews (KIIs) with HCPs were performed to further explore delays to care. RESULTS Using VA data, avoidable death was defined with a focus on survivability, using level of consciousness at the scene and ability to seek care as indicators. Of 260 EIDs (189 trauma deaths), there were 104 (40%) avoidable EIDs and 78 (30%) avoidable trauma deaths (41% of trauma deaths). Delay in receiving care was the largest contributor to avoidable EIDs (61%) and trauma deaths (59%), followed by delay in seeking care (24% and 23%) and in reaching care (15% and 18%). KIIs revealed context-specific factors contributing to the third delay, including difficult referral systems. CONCLUSIONS A substantial proportion of EIDs and trauma deaths were avoidable, mainly occurring due to facility-based delays in care. Interventions, including strengthening referral networks, may substantially reduce trauma deaths.
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Affiliation(s)
- Idara J Edem
- Department of Surgery, Division of Neurosurgery, University of Ottawa, Ottawa, Ontario, Canada
| | - Anna J Dare
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Peter Byass
- Umeå Centre for Global Health Research, Umea Universitet, Umeå, Sweden
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit, Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Lucia D'Ambruoso
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit, Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
- Centre for Global Development and Institute of Applied Health Sciences, University of Aberdeen School of Medicine and Dentistry, Aberdeen, UK
| | - Kathleen Kahn
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit, Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - Andy J M Leather
- King's Centre for Global Health, King's Health Partners and King's College London, London, UK
| | - Stephen Tollman
- Medical Research Council/Wits University Rural Public Health and Health Transitions Research Unit, Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
| | - John Whitaker
- King's Centre for Global Health, King's Health Partners and King's College London, London, UK
| | - Justine Davies
- Centre for Applied Health Research, University of Birmingham, Birmingham, UK
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Kim JS, Jeong SW, Ahn HJ, Hwang HJ, Kyoung KH, Kwon SC, Kim MS. Effects of Trauma Center Establishment on the Clinical Characteristics and Outcomes of Patients with Traumatic Brain Injury : A Retrospective Analysis from a Single Trauma Center in Korea. J Korean Neurosurg Soc 2019; 62:232-242. [PMID: 30840979 PMCID: PMC6411573 DOI: 10.3340/jkns.2018.0037] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 04/30/2018] [Indexed: 12/02/2022] Open
Abstract
Objective To investigate the effects of trauma center establishment on the clinical characteristics and outcomes of trauma patients with traumatic brain injury (TBI). Methods We enrolled 322 patients with severe trauma and TBI from January 2015 to December 2016. Clinical factors, indexes, and outcomes were compared before and after trauma center establishment (September 2015). The outcome was the Glasgow outcome scale classification at 3 months post-trauma. Results Of the 322 patients, 120 (37.3%) and 202 (62.7%) were admitted before and after trauma center establishment, respectively. The two groups were significantly different in age (p=0.038), the trauma location within the city (p=0.010), the proportion of intensive care unit (ICU) admissions (p=0.001), and the emergency room stay time (p<0.001). Mortality occurred in 37 patients (11.5%). Although the preventable death rate decreased from before to after center establishment (23.1% vs. 12.5%), the difference was not significant. None of the clinical factors, indexes, or outcomes were different from before to after center establishment for patients with severe TBI (Glasgow coma scale score ≤8). However, the proportion of inter-hospital transfers increased and the time to emergency room arrival was longer in both the entire cohort and patients with severe TBI after versus before trauma center establishment. Conclusion We confirmed that for patients with severe trauma and TBI, establishing a trauma center increased the proportion of ICU admissions and decreased the emergency room stay time and preventable death rate. However, management strategies for handling the high proportion of inter-hospital transfers and long times to emergency room arrival will be necessary.
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Affiliation(s)
- Jang Soo Kim
- Department of Neurosurgery, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Sung Woo Jeong
- Department of Neurosurgery, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Hyo Jin Ahn
- Trauma center, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Hyun Ju Hwang
- Trauma center, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Kyu-Hyouck Kyoung
- Trauma center, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Soon Chan Kwon
- Department of Neurosurgery, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Min Soo Kim
- Department of Neurosurgery, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea.,Trauma center, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
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Cho DH, Lee JG. Characteristics and Outcomes of Trauma Patients via Emergency Medical Services. JOURNAL OF TRAUMA AND INJURY 2017. [DOI: 10.20408/jti.2017.30.4.120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Affiliation(s)
- Dae Hyun Cho
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Jae Gil Lee
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
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Cho HM. Proposal for stabilization of regional trauma centers in Korea. JOURNAL OF THE KOREAN MEDICAL ASSOCIATION 2016. [DOI: 10.5124/jkma.2016.59.12.931] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Hyun Min Cho
- Department of Trauma and Surgical Critical Care, Trauma Center, Pusan National University Hospital, Busan, Korea
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