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Backus BE, Moustafa F, Skogen K, Sapin V, Rane N, Moya-Torrecilla F, Biberthaler P, Tenovuo O. Consensus paper on the assessment of adult patients with traumatic brain injury with Glasgow Coma Scale 13-15 at the emergency department: A multidisciplinary overview. Eur J Emerg Med 2024; 31:240-249. [PMID: 38744295 DOI: 10.1097/mej.0000000000001140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Traumatic brain injury (TBI) is a common reason for presenting to emergency departments (EDs). The assessment of these patients is frequently hampered by various confounders, and diagnostics is still often based on nonspecific clinical signs. Throughout Europe, there is wide variation in clinical practices, including the follow-up of those discharged from the ED. The objective is to present a practical recommendation for the assessment of adult patients with an acute TBI, focusing on milder cases not requiring in-hospital care. The aim is to advise on and harmonize practices for European settings. A multiprofessional expert panel, giving consensus recommendations based on recent scientific literature and clinical practices, is employed. The focus is on patients with a preserved consciousness (Glasgow Coma Scale 13-15) not requiring in-hospital care after ED assessment. The main results of this paper contain practical, clinically usable recommendations for acute clinical assessment, decision-making on acute head computerized tomography (CT), use of biomarkers, discharge options, and needs for follow-up, as well as a discussion of the main features and risk factors for prolonged recovery. In conclusion, this consensus paper provides a practical stepwise approach for the clinical assessment of patients with an acute TBI at the ED. Recommendations are given for the performance of acute head CT, use of brain biomarkers and disposition after ED care including careful patient information and organization of follow-up for those discharged.
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Affiliation(s)
- Barbra E Backus
- Emergency Department, Franciscus Gasthuis and Vlietland, Rotterdam
- Emergency Department, Elisabeth-Tweesteden Hospital, Tilburg, The Netherlands
| | - Farès Moustafa
- Emergency Department, University Hospital Clermont Auvergne, Clermont-Ferrand, France
| | - Karoline Skogen
- Department of Radiology and Nuclear Medicine, Oslo University Hospitals, Oslo, Norway
| | - Vincent Sapin
- Biochemistry and Molecular Genetics Department, University Hospital Clermont Auvergne, Clermont-Ferrand, France
| | - Neil Rane
- Department of Neuroradiology, St Marys Hospital Major Trauma Centre, Imperial College London NHS Trust
| | - Francisco Moya-Torrecilla
- Physical Therapy Department, School of Health Sciences, University of Malaga, Spain
- International Medical Services, Vithas Xanit International Hospital, Malaga, Spain
| | - Peter Biberthaler
- Department of Trauma Surgery, Klinikum rechts der Isar Technische Universität, Munich, Germany
| | - Olli Tenovuo
- Department of Clinical Medicine, University of Turku, Turku, Finland
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Stein D, Broderick M. Management of Head Trauma. Surg Clin North Am 2024; 104:325-341. [PMID: 38453305 DOI: 10.1016/j.suc.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
Traumatic brain injury (TBI) represents a heterogenous spectrum of disease. It is essential to rapidly assess a patient's neurologic status and implement measures to prevent secondary brain injury. Intracranial hypertension, a common sequela of TBI, is managed in a tiered and systematic fashion, starting with the least invasive and moving toward the most invasive. TBI has long-lasting effects on patients and their families and represents a substantial financial and social influence on society. Research regarding the prognosis and treatment of TBI is essential to limit the influence of this widespread disease.
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Affiliation(s)
- Deborah Stein
- Department of Surgery, R Adams Cowley Shock Trauma Center, 22 South Greene Street, Baltimore, MD 21201, USA.
| | - Meaghan Broderick
- Department of Surgery, R Adams Cowley Shock Trauma Center, 22 South Greene Street, Baltimore, MD 21201, USA
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Moore L, Ben Abdeljelil A, Tardif PA, Zemek R, Reed N, Yeates KO, Emery CA, Gagnon IJ, Yanchar N, Bérubé M, Dawson J, Berthelot S, Stang A, Beno S, Beaulieu E, Turgeon AF, Labrosse M, Lauzier F, Pike I, Macpherson A, Freire GC. Clinical Practice Guideline Recommendations in Pediatric Mild Traumatic Brain Injury: A Systematic Review. Ann Emerg Med 2024; 83:327-339. [PMID: 38142375 DOI: 10.1016/j.annemergmed.2023.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/08/2023] [Accepted: 11/09/2023] [Indexed: 12/25/2023]
Abstract
STUDY OBJECTIVE Our primary objectives were to identify clinical practice guideline recommendations for children with acute mild traumatic brain injury (mTBI) presenting to an emergency department (ED), appraise their overall quality, and synthesize the quality of evidence and the strength of included recommendations. METHODS We searched MEDLINE, EMBASE, Cochrane Central, Web of Science, and medical association websites from January 2012 to May 2023 for clinical practice guidelines with at least 1 recommendation targeting pediatric mTBI populations presenting to the ED within 48 hours of injury for any diagnostic or therapeutic intervention in the acute phase of care (ED and inhospital). Pairs of reviewers independently assessed overall clinical practice guideline quality using the Appraisal of Guidelines Research and Evaluation (AGREE) II tool. The quality of evidence on recommendations was synthesized using a matrix based on the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) Evidence-to-Decision framework. RESULTS We included 11 clinical practice guidelines, of which 6 (55%) were rated high quality. These included 101 recommendations, of which 34 (34%) were based on moderate- to high-quality evidence, covering initial assessment, initial diagnostic imaging, monitoring/observation, therapeutic interventions, discharge advice, follow-up, and patient and family support. We did not identify any evidence-based recommendations in high-quality clinical practice guidelines for repeat imaging, neurosurgical consultation, or hospital admission. Lack of strategies and tools to aid implementation and editorial independence were the most common methodological weaknesses. CONCLUSIONS We identified 34 recommendations based on moderate- to high-quality evidence that may be considered for implementation in clinical settings. Our review highlights important areas for future research. This review also underlines the importance of providing strategies to facilitate the implementation of clinical practice guideline recommendations for pediatric mTBI.
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Affiliation(s)
- Lynne Moore
- Population Health and Optimal Health Practices Research Unit, Centre de Recherche du CHU de Québec, Université Laval (Hôpital de l'Enfant-Jésus), Québec City, Québec, Canada; Department of Social and Preventative Medicine, Université Laval, Québec, Québec, Canada.
| | - Anis Ben Abdeljelil
- Population Health and Optimal Health Practices Research Unit, Centre de Recherche du CHU de Québec, Université Laval (Hôpital de l'Enfant-Jésus), Québec City, Québec, Canada; Department of Social and Preventative Medicine, Université Laval, Québec, Québec, Canada
| | - Pier-Alexandre Tardif
- Population Health and Optimal Health Practices Research Unit, Centre de Recherche du CHU de Québec, Université Laval (Hôpital de l'Enfant-Jésus), Québec City, Québec, Canada
| | - Roger Zemek
- Department of Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Nick Reed
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Ontario, Canada; Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
| | - Keith Owen Yeates
- Department of Psychology, Alberta Children's Hospital Research Institute, and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Carolyn A Emery
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberts, Canada
| | - Isabelle J Gagnon
- Division of Pediatric Emergency Medicine, McGill University Health Centre, Montréal Children's Hospital, Montréal, Québec, Canada
| | - Natalie Yanchar
- Department of Surgery, University of Calgary, Calgary, Alberta, Canada
| | - Mélanie Bérubé
- Population Health and Optimal Health Practices Research Unit, Centre de Recherche du CHU de Québec, Université Laval (Hôpital de l'Enfant-Jésus), Québec City, Québec, Canada; Faculty of Nursing, Université Laval, Québec City, Québec, Canada
| | - Jennifer Dawson
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada
| | - Simon Berthelot
- Population Health and Optimal Health Practices Research Unit, Centre de Recherche du CHU de Québec, Université Laval (Hôpital de l'Enfant-Jésus), Québec City, Québec, Canada
| | - Antonia Stang
- Pediatrics, Emergency Medicine, and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Suzanne Beno
- Division of Emergency Medicine, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Emilie Beaulieu
- Département de Pédiatrie, Centre Hospitalier Universitaire de Québec-Université Laval, Québec City, Québec, Canada
| | - Alexis F Turgeon
- Population Health and Optimal Health Practices Research Unit, Centre de Recherche du CHU de Québec, Université Laval (Hôpital de l'Enfant-Jésus), Québec City, Québec, Canada; Department of Anesthesiology and Critical Care Medicine Université Laval, Québec City, Québec, Canada
| | - Melanie Labrosse
- Department of Pediatrics, CHU Sainte-Justine, Université de Montréal, Montréal, Québec, Canada
| | - François Lauzier
- Population Health and Optimal Health Practices Research Unit, Centre de Recherche du CHU de Québec, Université Laval (Hôpital de l'Enfant-Jésus), Québec City, Québec, Canada; Department of Anesthesiology and Critical Care Medicine Université Laval, Québec City, Québec, Canada
| | - Ian Pike
- Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alison Macpherson
- School of Kinesiology and Health Science, York University, Toronto, Ontario, Canada
| | - Gabrielle C Freire
- Division of Emergency Medicine, Department of Pediatrics, University of Toronto, Toronto, Ontario, Canada; Child Health Evaluative Sciences Program, Peter Gilgan Institute for Research and Learning, The Hospital for Sick Children, Toronto, Ontario, Canada
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Chien SC, Kang SC, Tu PH, Chen CC, Tee YS, Liao CH, Chuang CC, Fu CY. Nuance and profound impact: Evaluating the effects of the unmet full coma scale in patients with mild subdural hemorrhage. Am J Emerg Med 2024; 77:60-65. [PMID: 38103392 DOI: 10.1016/j.ajem.2023.11.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/17/2023] [Accepted: 11/18/2023] [Indexed: 12/19/2023] Open
Abstract
INTRODUCTION Patients with subdural hemorrhage (SDH) and a Glasgow Coma Scale (GCS) score of 13-15 are typically categorized as having mild traumatic brain injury. We hypothesize that patients without a maximum GCS score - specifically, patients with GCS scores of 13 and 14 - may exhibit poorer neurological outcomes. METHOD Between January 1, 2019, and December 31, 2020, SDH patients with GCS scores ranging from 13 to 15 were retrospectively studied. We compared outcomes between patients with a maximum GCS score of 15 and those with scores of either 13 or 14. Independent factors associated with neurological deterioration among patients with a GCS score of 15 were evaluated using multivariate logistic regression (MLR) analysis. RESULTS During the study period, 470 patients with SDH and GCS scores between 13 and 15 were examined. Compared to patients with a maximum GCS score (N = 375), those in the GCS 13-14 group (N = 95) showed significantly higher rates of neurological deterioration (33.7% vs. 10.4%, p value <0.001) and neurosurgical interventions (26.3% vs. 16.3%, p value <0.024). Moreover, the GCS 13-14 group had a significantly poorer prognosis than patients with a GCS score of 15 [mortality rate: 7.4% vs. 2.4%, p value <0.017; rate of impaired consciousness at discharge: 21.1% vs. 4.0%, p value <0.001; and rate of neurological disability at discharge: 29.5% vs. 6.9%, p value <0.001]. The MLR analysis revealed that SDH thickness (odds ratio = 1.127, p value = 0.006) was an independent risk factor for neurological disability at discharge in patients with a GCS score of 15. CONCLUSION Among SDH patients with mild TBI, those with GCS scores of 13-14 exhibited poorer neurological outcomes than those with a maximum GCS score. The thickness of the SDH is positively associated with neurological disability in SDH patients with a maximum GCS score.
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Affiliation(s)
- Shuo-Chi Chien
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College &University, Taoyuan City, Taiwan
| | - Shih-Ching Kang
- Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College & University, Taoyuan City, Taiwan
| | - Po-Hsun Tu
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College &University, Taoyuan City, Taiwan
| | - Ching-Chang Chen
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College &University, Taoyuan City, Taiwan
| | - Yu-San Tee
- Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College & University, Taoyuan City, Taiwan
| | - Chien-Hung Liao
- Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College & University, Taoyuan City, Taiwan
| | - Chi-Cheng Chuang
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College &University, Taoyuan City, Taiwan.
| | - Chih-Yuan Fu
- Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College & University, Taoyuan City, Taiwan.
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Aries P, Ognard J, Cadieu A, Degos V, Huet O. Secondary Neurologic Deterioration After Moderate Traumatic Brain Injury: Development of a Multivariable Prediction Model and Proposition of a Simple Triage Score. Anesth Analg 2024; 138:171-179. [PMID: 37097898 PMCID: PMC10699506 DOI: 10.1213/ane.0000000000006460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/06/2023] [Indexed: 04/26/2023]
Abstract
BACKGROUND Identifying patients at risk of secondary neurologic deterioration (SND) after moderate traumatic brain injury (moTBI) is a challenge, as such patients will need specific care. No simple scoring system has been evaluated to date. This study aimed to determine clinical and radiological factors associated with SND after moTBI and to propose a triage score. METHODS All adults admitted in our academic trauma center between January 2016 and January 2019 for moTBI (Glasgow Coma Scale [GCS] score, 9-13) were eligible. SND during the first week was defined either by a decrease in GCS score of >2 points from the admission GCS in the absence of pharmacologic sedation or by a deterioration in neurologic status associated with an intervention, such as mechanical ventilation, sedation, osmotherapy, transfer to the intensive care unit (ICU), or neurosurgical intervention (for intracranial mass lesions or depressed skull fracture). Clinical, biological, and radiological independent predictors of SND were identified by logistic regression (LR). An internal validation was performed using a bootstrap technique. A weighted score was defined based on beta (β) coefficients of the LR. RESULTS A total of 142 patients were included. Forty-six patients (32%) showed SND, and 14-day mortality rate was 18.4%. Independent variables associated with SND were age above 60 years (odds ratio [OR], 3.45 [95% confidence interval {CI}, 1.45-8.48]; P = .005), brain frontal contusion (OR, 3.22 [95% CI, 1.31-8.49]; P = .01), prehospital or admission arterial hypotension (OR, 4.86 [95% CI, 2.03-12.60]; P = .006), and a Marshall computed tomography (CT) score of 6 (OR, 3.25 [95% CI, 1.31-8.20]; P = .01). The SND score was defined with a range from 0 to 10. The score included the following variables: age >60 years (3 points), prehospital or admission arterial hypotension (3 points), frontal contusion (2 points), and Marshall CT score of 6 (2 points). The score was able to detect patients at risk of SND, with an area under the receiver operating characteristic curve (AUC) of 0.73 (95% CI, 0.65-0.82). A score of 3 had a sensitivity of 85%, a specificity of 50%, a VPN of 87%, and a VPP of 44 % to predict SND. CONCLUSIONS In this study, we demonstrate that moTBI patients have a significant risk of SND. A simple weighted score at hospital admission could be able to detect patients at risk of SND. The use of the score may enable optimization of care resources for these patients.
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Affiliation(s)
- Philippe Aries
- From the Department of Anesthesia and Surgical Intensive Care, Military Teaching Hospital “Clermont-Tonnerre”, Brest, France
- Military Teaching Hospital “Clermont-Tonnerre,” Brest, France
- French Military Health Service Academy, École du Val-de-Grâce, Paris, France
| | - Julien Ognard
- French Military Health Service Academy, École du Val-de-Grâce, Paris, France
- Division of Interventional Neuroradiology, Department of Radiology, University Hospital of Brest, Brest, France
- Laboratory of Medical Information Processing, LaTIM INSERM UMR 1101, Brest, France
| | - Amandine Cadieu
- From the Department of Anesthesia and Surgical Intensive Care, Military Teaching Hospital “Clermont-Tonnerre”, Brest, France
| | - Vincent Degos
- APHP, Department of Anesthesia, Critical Care and Peri-Operative Medicine, Pitié-Salpêtrière Hospital, Sorbonne University, Paris, France
- Clinical Research Group ARPE, Sorbonne University, Paris, France
- INSERM UMR 1141, PROTECT, Paris, France
| | - Olivier Huet
- From the Department of Anesthesia and Surgical Intensive Care, Military Teaching Hospital “Clermont-Tonnerre”, Brest, France
- UFR de Medecine de Brest, Université de Bretagne Occidentale, Brest, France
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Habibzadeh A, Khademolhosseini S, Kouhpayeh A, Niakan A, Asadi MA, Ghasemi H, Tabrizi R, Taheri R, Khalili HA. Machine learning-based models to predict the need for neurosurgical intervention after moderate traumatic brain injury. Health Sci Rep 2023; 6:e1666. [PMID: 37908638 PMCID: PMC10613807 DOI: 10.1002/hsr2.1666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/14/2023] [Accepted: 10/16/2023] [Indexed: 11/02/2023] Open
Abstract
Background and Aims Traumatic brain injury (TBI) is a widespread global health issue with significant economic consequences. However, no existing model exists to predict the need for neurosurgical intervention in moderate TBI patients with positive initial computed tomography scans. This study determines the efficacy of machine learning (ML)-based models in predicting the need for neurosurgical intervention. Methods This is a retrospective study of patients admitted to the neuro-intensive care unit of Emtiaz Hospital, Shiraz, Iran, between January 2018 and December 2020. The most clinically important variables from patients that met our inclusion and exclusion criteria were collected and used as predictors. We developed models using multilayer perceptron, random forest, support vector machines (SVM), and logistic regression. To evaluate the models, their F1-score, sensitivity, specificity, and accuracy were assessed using a fourfold cross-validation method. Results Based on predictive models, SVM showed the highest performance in predicting the need for neurosurgical intervention, with an F1-score of 0.83, an area under curve of 0.93, sensitivity of 0.82, specificity of 0.84, a positive predictive value of 0.83, and a negative predictive value of 0.83. Conclusion The use of ML-based models as decision-making tools can be effective in predicting with high accuracy whether neurosurgery will be necessary after moderate TBIs. These models may ultimately be used as decision-support tools to evaluate early intervention in TBI patients.
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Affiliation(s)
- Adrina Habibzadeh
- Student Research CommitteeFasa University of Medical SciencesFasaIran
- USERN OfficeFasa University of Medical SciencesFasaIran
- Shiraz Trauma Research CenterShirazIran
| | | | - Amin Kouhpayeh
- Department of PharmacologyFasa University of Medical SciencesFasaIran
| | - Amin Niakan
- Shiraz Trauma Research CenterShirazIran
- Shiraz Neurosurgery DepartmentShiraz University of Medical SciencesShirazIran
| | - Mohammad Ali Asadi
- Department of Computer Engineering, Shiraz BranchIslamic Azad University, Shiraz UniversityShirazIran
| | - Hadis Ghasemi
- Biology and Medicine FacultyTaras Shevchenko National University of KyivKyivUkraine
| | - Reza Tabrizi
- USERN OfficeFasa University of Medical SciencesFasaIran
- Noncommunicable Diseases Research CenterFasa University of Medical SciencesFasaIran
- Clinical Research Development Unit, Valiasr HospitalFasa University of Medical SciencesFasaIran
| | - Reza Taheri
- Shiraz Trauma Research CenterShirazIran
- Clinical Research Development Unit, Valiasr HospitalFasa University of Medical SciencesFasaIran
- Shiraz Neuroscience Research CenterShiraz University of Medical SciencesShirazIran
| | - Hossein Ali Khalili
- Shiraz Trauma Research CenterShirazIran
- Shiraz Neurosurgery DepartmentShiraz University of Medical SciencesShirazIran
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Fadzil F, Mei AKC, Mohd Khairy A, Kumar R, Mohd Azli AN. Value of Repeat CT Brain in Mild Traumatic Brain Injury Patients with High Risk of Intracerebral Hemorrhage Progression. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14311. [PMID: 36361190 PMCID: PMC9658041 DOI: 10.3390/ijerph192114311] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/11/2022] [Accepted: 10/21/2022] [Indexed: 06/16/2023]
Abstract
UNLABELLED Patients with mild traumatic brain injury (MTBI) with intracerebral hemorrhage (ICH), particularly those at higher risk of having ICH progression, are typically prescribed a second head Computer Tomography (CT) scan to monitor the disease development. This study aimed to evaluate the role of a repeat head CT in MTBI patients at a higher risk of ICH progression by comparing the intervention rate between patients with and without ICH progression. METHODS 192 patients with MTBI and ICH were treated between November 2019 to December 2020 at a single level II trauma center. The Glasgow Coma Scale (GCS) was used to classify MTBI, and initial head CT was performed according to the Canadian CT head rule. Patients with a higher risk of ICH progression, including the elderly (≥65 years old), patients on antiplatelets or anticoagulants, or patients with an initial head CT that revealed EDH, contusional bleeding, or SDH > 5 mm, and multiple ICH underwent a repeat head CT within 12 to 24 h later. Data regarding types of intervention, length of stay in the hospital, and outcome were collected. The risk of further neurological deterioration and readmission rates were compared between these two groups. All patients were followed up in the clinic after one month or contacted via phone if they did not return. RESULTS 189 patients underwent scheduled repeated head CT, 18% had radiological intracranial bleed progression, and 82% had no changes. There were no statistically significant differences in terms of intervention rate, risk of neurological deterioration in the future, or readmission between them. CONCLUSION Repeat head CT in mild TBI patients with no neurological deterioration is not recommended, even in patients with a higher risk of ICH progression.
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Affiliation(s)
- Farizal Fadzil
- Department of Surgery, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras, Kuala Lumpur 56000, Malaysia
| | - Amy Khor Cheng Mei
- Department of Surgery, Hospital Tengku Ampuan Rahimah, Klang 41200, Selangor, Malaysia
| | - Azudin Mohd Khairy
- Department of Surgery, Hospital Tengku Ampuan Rahimah, Klang 41200, Selangor, Malaysia
| | - Ramesh Kumar
- Department of Surgery, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras, Kuala Lumpur 56000, Malaysia
| | - Anis Nabillah Mohd Azli
- Department of Surgery, Faculty of Medicine, Universiti Kebangsaan Malaysia, Cheras, Kuala Lumpur 56000, Malaysia
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Ha TN, Kamarova S, Youens D, Wright C, McRobbie D, Doust J, Slavotinek J, Bulsara MK, Moorin R. Trend in CT utilisation and its impact on length of stay, readmission and hospital mortality in Western Australia tertiary hospitals: an analysis of linked administrative data 2003-2015. BMJ Open 2022; 12:e059242. [PMID: 35649618 PMCID: PMC9161060 DOI: 10.1136/bmjopen-2021-059242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE High use of CT scanning has raised concern due to the potential ionising radiation exposure. This study examined trends of CT during admission to tertiary hospitals and its associations with length of stay (LOS), readmission and mortality. DESIGN Retrospective observational study from 2003 to 2015. SETTING West Australian linked administrative records at individual level. PARTICIPANTS 2 375 787 episodes of tertiary hospital admission in adults aged 18+ years. MAIN OUTCOME MEASURES LOS, 30-day readmissions and mortality stratified by CT use status (any, multiple (CTs to multiple areas during episode), and repeat (repeated CT to the same area)). METHODS Multivariable regression models were used to calculate adjusted rate of CT use status. The significance of changes since 2003 in the outcomes (LOS, 30-day readmission and mortality) was compared among patients with specific CT imaging status relative to those without. RESULTS Between 2003 and 2015, while the rate of CT increased 3.4% annually, the rate of repeat CTs significantly decreased -1.8% annually and multiple CT showed no change. Compared with 2003 while LOS had a greater decrease in those with any CT, 30-day readmissions had a greater increase among those with any CT, while the probability of mortality remained unchanged between the any CT/no CT groups. A similar result was observed in patients with multiple and repeat CT scanning, except for a significant increase in mortality in the recent years in the repeat CT group. CONCLUSION The observed pattern of increase in CT utilisation is likely to be activity-based funding policy-driven based on the discordance between LOS and readmissions. Meanwhile, the repeat CT reduction aligns with a more selective strategy of use based on clinical severity. Future research should incorporate in-hospital and out-of-hospital CT to better understand overall CT trends and potential shifts between settings over time.
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Affiliation(s)
- Thi Ninh Ha
- Health Economics and Data Analytics, School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - Sviatlana Kamarova
- Health Economics and Data Analytics, School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - David Youens
- Health Economics and Data Analytics, School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - Cameron Wright
- Health Systems and Health Economics, Curtin University School of Public Health, Perth, Western Australia, Australia
- Fiona Stanley Hospital, Murdoch, Western Australia, Australia
- Division of Internal Medicine, Medical School, Faculty of Health and Medical Sciences, The University of Western Australia, Perth, Western Australia, Australia
- School of Medicine, College of Health and Medicine, University of Tasmania, Hobart, Tasmania, Australia
| | - Donald McRobbie
- The University of Adelaide School of Physical Sciences, Adelaide, South Australia, Australia
| | - Jenny Doust
- Centre for Longitudinal and Life Course Research, The University of Queensland, Herston, Queensland, Australia
| | - John Slavotinek
- SA Medical Imaging, SA Health and College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Max K Bulsara
- Institute of Health and Rehabilitation Research, University of Notre Dame, Fremantle, Western Australia, Australia
- Centre for Health Services Research, School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
| | - Rachael Moorin
- Health Economics and Data Analytics, School of Population Health, Curtin University, Perth, Western Australia, Australia
- Centre for Health Services Research, School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
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Kjelle E, Andersen ER, Krokeide AM, Soril LJJ, van Bodegom-Vos L, Clement FM, Hofmann BM. Characterizing and quantifying low-value diagnostic imaging internationally: a scoping review. BMC Med Imaging 2022; 22:73. [PMID: 35448987 PMCID: PMC9022417 DOI: 10.1186/s12880-022-00798-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 04/12/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Inappropriate and wasteful use of health care resources is a common problem, constituting 10-34% of health services spending in the western world. Even though diagnostic imaging is vital for identifying correct diagnoses and administrating the right treatment, low-value imaging-in which the diagnostic test confers little to no clinical benefit-is common and contributes to inappropriate and wasteful use of health care resources. There is a lack of knowledge on the types and extent of low-value imaging. Accordingly, the objective of this study was to identify, characterize, and quantify the extent of low-value diagnostic imaging examinations for adults and children. METHODS A scoping review of the published literature was performed. Medline-Ovid, Embase-Ovid, Scopus, and Cochrane Library were searched for studies published from 2010 to September 2020. The search strategy was built from medical subject headings (Mesh) for Diagnostic imaging/Radiology OR Health service misuse/Medical overuse OR Procedures and Techniques Utilization/Facilities and Services Utilization. Articles in English, German, Dutch, Swedish, Danish, or Norwegian were included. RESULTS A total of 39,986 records were identified and, of these, 370 studies were included in the final synthesis. Eighty-four low-value imaging examinations were identified. Imaging of atraumatic pain, routine imaging in minor head injury, trauma, thrombosis, urolithiasis, after thoracic interventions, fracture follow-up and cancer staging/follow-up were the most frequently identified low-value imaging examinations. The proportion of low-value imaging varied between 2 and 100% inappropriate or unnecessary examinations. CONCLUSIONS A comprehensive list of identified low-value radiological examinations for both adults and children are presented. Future research should focus on reasons for low-value imaging utilization and interventions to reduce the use of low-value imaging internationally. SYSTEMATIC REVIEW REGISTRATION PROSPERO: CRD42020208072.
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Affiliation(s)
- Elin Kjelle
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway.
| | - Eivind Richter Andersen
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway
| | - Arne Magnus Krokeide
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway
| | - Lesley J J Soril
- Department of Community Health Sciences and The Health Technology Assessment Unit, O'Brien Institute for Public Health, University of Calgary, 3280 Hospital Dr NW, Calgary, AB, T2N 4Z6, Canada
| | - Leti van Bodegom-Vos
- Medical Decision Making, Department of Biomedical Data Sciences, Leiden University Medical Center, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
| | - Fiona M Clement
- Department of Community Health Sciences and The Health Technology Assessment Unit, O'Brien Institute for Public Health, University of Calgary, 3280 Hospital Dr NW, Calgary, AB, T2N 4Z6, Canada
| | - Bjørn Morten Hofmann
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway
- Centre of Medical Ethics, The University of Oslo, Blindern, Postbox 1130, 0318, Oslo, Norway
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10
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Hodges H, Epstein KN, Retrouvey M, Wang SS, Richards AA, Lima D, Revels JW. Pitfalls in the interpretation of pediatric head CTs: what the emergency radiologist needs to know. Emerg Radiol 2022; 29:729-742. [PMID: 35394570 DOI: 10.1007/s10140-022-02042-4] [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: 01/18/2022] [Accepted: 03/29/2022] [Indexed: 11/28/2022]
Abstract
Pediatric radiology studies can be some of the most anxiety-inducing imaging examinations encountered in practice. This can be in part due to the wide range of normal anatomic appearances inherent to the pediatric population that create potential interpretive pitfalls for radiologists. The pediatric head is no exception; for instance, the inherent greater water content within the neonatal brain compared to older patients could easily be mistaken for cerebral edema, and anatomic variant calvarial sutures can be mistaken for skull fractures. This article reviews potential pitfalls emergency radiologists may encounter in practice when interpreting pediatric head CTs, including trauma, extra-axial fluid collections, intra-axial hemorrhage, and ventriculoperitoneal shunt complications.
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Affiliation(s)
- Hannah Hodges
- Department of Radiology, University of New Mexico, MSC 10 5530, 1, Albuquerque, NM, 87131, USA
| | - Katherine N Epstein
- Department of Radiology, University of New Mexico, MSC 10 5530, 1, Albuquerque, NM, 87131, USA
| | - Michele Retrouvey
- Department of Radiology, Eastern Virginia Medical School, Diagnostic Radiology, P.O. Box 1980, Norfolk, VA, 23501, USA
| | - Sherry S Wang
- Department of Radiology and Imaging Sciences, University of Utah, 30 North 1900 East #1A71, Salt Lake City, UT, 84132, USA
| | - Allyson A Richards
- Department of Radiology, University of New Mexico, MSC 10 5530, 1, Albuquerque, NM, 87131, USA
| | - Dustin Lima
- Department of Radiology, University of New Mexico, MSC 10 5530, 1, Albuquerque, NM, 87131, USA
| | - Jonathan W Revels
- Department of Radiology, University of New Mexico, MSC 10 5530, 1, Albuquerque, NM, 87131, USA.
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11
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A Multicenter Validation of the Modified Brain Injury Guidelines (mBIG): Are They Safe and Effective? J Trauma Acute Care Surg 2022; 93:106-112. [PMID: 35358157 DOI: 10.1097/ta.0000000000003633] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The modified Brain Injury Guidelines (mBIG) are an algorithm for treating patients with traumatic brain injury (TBI) and intracranial hemorrhage (ICH) by which selected patients do not require a repeat head CT, a neurosurgery consult, or even an admission. The mBIG refined the original Brain Injury Guidelines (BIG) to improve safety and reproducibility. The purpose of this study is to assess safety and resource utilization with mBIG implementation. METHODS The mBIG were implemented at three level 1 trauma centers in 8/2017. A multicenter retrospective review of prospectively collected data was performed on adult mBIG 1 and 2 patients. The post mBIG implementation period (8/2017-2/2021) was compared to a previous BIG retrospective evaluation (1/2014-12/2016). RESULTS There were 764 patients in the two study periods. No differences were identified in demographics, ISS, or admission GCS. Fewer CT scans (2 [1,2] vs 2 [2,3], p < 0.0001) and neurosurgery consults (61.9% vs 95.9%, p < 0.0001) were obtained post mBIG implementation. Hospital (2 [1,4] vs 2 [2,4], p = 0.013) and ICU (0 [0,1] vs 1 [1,2], p < 0.0001) length of stay were shorter after mBIG implementation. No difference was seen in the rate of clinical or radiographic progression, neurosurgery operations, or mortality between the two groups.After mBIG implementation, 8 patients (1.6%) worsened clinically. Six patients that clinically progressed were discharged with GCS 15 without needing neurosurgery intervention. One patient had clinical and radiographic decompensation and required craniotomy. Another patient worsened clinically and radiographically, but due to metastatic cancer, elected to pursue comfort measures and died. CONCLUSION This prospective validation shows the mBIG are safe, pragmatic, and can dramatically improve resource utilization when implemented. LEVEL OF EVIDENCE II, Therapeutic.
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12
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Ward CL, Cohen RB, Olafson SN, Goetz AB, Leung P, Moran BJ, Strain JJ, Parsikia A, Kaplan MJ. Impact of Repeat Head Computed Tomography on Mild Traumatic Brain Injury Patients With Abbreviated Injury Score 1-2 Injuries. Am Surg 2022; 88:1946-1953. [PMID: 35225007 DOI: 10.1177/00031348221075763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Patients presenting with traumatic intracranial hemorrhage (ICH) routinely undergo repeat head Computed Tomography (CT) scans with the goal of identifying progressing hemorrhage early and providing timely intervention. Glasgow Coma Scale (GCS) score and Abbreviated Injury Score (AIS) are typically used to grade the severity of traumatic brain injury (TBI) and triage subsequent management. However, most patients receive a repeat head CT scan within 6 hours of the initial insult, regardless of these clinical scores. We investigated the yield of a repeat CT scan for mild blunt TBI (GCS 13-15, AIS 1-2). METHODS This was a single-center retrospective chart review at a level 1 trauma center between 2009 and 2019. Our primary outcome was medical or surgical intervention directly resulted from change in CT head findings. We used multivariate regression to identify predictors of surgical and medical intervention. RESULTS 234 mild TBI patients met inclusion criteria. 33.7% of all patients had worsening ICH. 7.7% of patients required a surgical intervention, and 27.4% received a medical intervention. Multivariate analysis found that a decline in GCS (OR 8.64), and polytrauma (Injury Severity Score >15; OR 3.32) predicted surgical intervention. Worsening ICH did not predict surgical or medical intervention. Patients requiring medical intervention were more likely to have a decline in GCS (OR 2.53, P = .02) and be older (age >65, OR 2.06, P = .02). CONCLUSION In the population of blunt traumatic injury, worsening ICH did not predict surgical or medical intervention. Routine repeat imaging for this population is low yield, and clinical exam should guide the decision to reimage.
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Affiliation(s)
- Candace L Ward
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
| | - Ryan B Cohen
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
| | - Samantha N Olafson
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
| | | | - Pak Leung
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
| | - Benjamin J Moran
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
| | - Jay J Strain
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
| | - Afshin Parsikia
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
| | - Mark J Kaplan
- Department of Trauma and Critical Care, 6528Einstein Healthcare Network, Philadelphia, PA, USA
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13
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Barton CA, Oetken HJ, Hall NL, Webb AJ, Hoops HE, Schreiber M. Incidence of traumatic intracranial hemorrhage expansion after stable repeat head imaging: A retrospective cohort study. Am J Surg 2022; 224:775-779. [DOI: 10.1016/j.amjsurg.2022.01.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/31/2021] [Accepted: 01/30/2022] [Indexed: 11/01/2022]
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14
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Hanalioglu S, Hanalioglu D, Elbir C, Sahin O, Sahin B, Turkoglu M, Kertmen H. Clinical course and outcomes of complicated mild traumatic brain injury in children: A single-center series of 124 cases. NEUROL SCI NEUROPHYS 2022. [DOI: 10.4103/nsn.nsn_35_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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15
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Kim HJ, Eun S, Yoon SH, Kim MK, Chung HS, Koo C. Paediatric Trauma Score as a non-imaging tool for predicting intracranial haemorrhage in patients with traumatic brain injury. Sci Rep 2021; 11:20911. [PMID: 34686729 PMCID: PMC8536669 DOI: 10.1038/s41598-021-00419-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 10/11/2021] [Indexed: 11/09/2022] Open
Abstract
To identify a useful non-imaging tool to screen paediatric patients with traumatic brain injury for intracranial haemorrhage (ICH). We retrospectively analysed patients aged < 15 years who visited the emergency department with head trauma between January 2015 and September 2020. We divided patients into two groups (ICH and non-ICH) and compared their demographic and clinical factors. Among 85 patients, 21 and 64 were in the ICH and non-ICH groups, respectively. Age (p = 0.002), Pediatric trauma score (PTS; p < 0.001), seizure (p = 0.042), and fracture (p < 0.001) differed significantly between the two groups. Factors differing significantly between the groups were as follows: age (odds ratio, 0.84, p = 0.004), seizure (4.83, p = 0.013), PTS (0.15, p < 0.001), and fracture (69.3, p < 0.001). Factors with meaningful cut-off values were age (cut-off [sensitivity, specificity], 6.5 [0.688, 0.714], p = 0.003) and PTS [10.5 (0.906, 0.81), p < 0.001]. Based on the previously known value for critical injury (≤ 8 points) and the cut-off value of the PTS identified in this study (≤ 10 points), we divided patients into low-risk, medium-risk, and high-risk groups; their probabilities of ICH (95% confidence intervals) were 0.16-12.74%, 35.86-89.14%, and 100%, respectively. PTS was the only factor that differed significantly between mild and severe ICH cases (p = 0.012). PTS is a useful screening tool with a high predictability for ICH and can help reduce radiation exposure when used to screen patient groups before performing imaging studies.
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Affiliation(s)
- Heoung Jin Kim
- Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.,Division of Pediatric Emergency Medicine, Department of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Sohyun Eun
- Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.,Division of Pediatric Emergency Medicine, Department of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Seo Hee Yoon
- Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.,Division of Pediatric Emergency Medicine, Department of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Moon Kyu Kim
- Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.,Division of Pediatric Emergency Medicine, Department of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Hyun Soo Chung
- Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.,Department of Emergency Medicine, Severance Hospital, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, Republic of Korea
| | - Chungmo Koo
- Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea. .,Division of Pediatric Emergency Medicine, Department of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, 50-1, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
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16
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Phaphuangwittayakul A, Guo Y, Ying F, Dawod AY, Angkurawaranon S, Angkurawaranon C. An optimal deep learning framework for multi-type hemorrhagic lesions detection and quantification in head CT images for traumatic brain injury. APPL INTELL 2021; 52:7320-7338. [PMID: 34764620 PMCID: PMC8475375 DOI: 10.1007/s10489-021-02782-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/19/2021] [Indexed: 11/21/2022]
Abstract
Traumatic Brain Injury (TBI) could lead to intracranial hemorrhage (ICH), which has now been identified as a major cause of death after trauma if it is not adequately diagnosed and properly treated within the first 24 hours. CT examination is widely preferred for urgent ICH diagnosis, which enables the fast identification and detection of ICH regions. However, the use of it requires the clinical interpretation by experts to identify the subtypes of ICH. Besides, it is unable to provide the details needed to conduct quantitative assessment, such as the volume and thickness of hemorrhagic lesions, which may have prognostic importance to the decision-making on emergency treatment. In this paper, an optimal deep learning framework is proposed to assist the quantitative assessment for ICH diagnosis and the accurate detection of different subtypes of ICH through head CT scan. Firstly, the format of raw input data is converted from 3D DICOM to NIfTI. Secondly, a pre-trained multi-class semantic segmentation model is applied to each slice of CT images, so as to obtain a precise 3D mask of the whole ICH region. Thirdly, a fine-tuned classification neural network is employed to extract the key features from the raw input data and identify the subtypes of ICH. Finally, a quantitative assessment algorithm is adopted to automatically measure both thickness and volume via the 3D shape mask combined with the output probabilities of the classification network. The results of our extensive experiments demonstrate the effectiveness of the proposed framework where the average accuracy of 96.21 percent is achieved for three types of hemorrhage. The capability of our optimal classification model to distinguish between different types of lesion plays a significant role in reducing the false-positive rate in the existing work. Furthermore, the results suggest that our automatic quantitative assessment algorithm is effective in providing clinically relevant quantification in terms of volume and thickness. It is more important than the qualitative assessment conducted through visual inspection to the decision-making on emergency surgical treatment.
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Affiliation(s)
- Aniwat Phaphuangwittayakul
- Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China
| | - Yi Guo
- Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China
- National Engineering Laboratory for Big Data Distribution and Exchange Technologies, Shanghai, China
- Shanghai Engineering Research Center of Big Data and Internet Audience, Shanghai, China
| | - Fangli Ying
- Department of Computer Science and Engineering, State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China
| | - Ahmad Yahya Dawod
- International College of Digital Innovation (ICDI), Chiang Mai University, Chiang Mai, Thailand
| | - Salita Angkurawaranon
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Chaisiri Angkurawaranon
- Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
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17
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Chien SC, Tu PH, Liu ZH, Chen CC, Liao CH, Hsieh CH, Fu CY. Neurological deteriorations in mild brain injuries: the strategy of evaluation and management. Eur J Trauma Emerg Surg 2021; 48:2173-2181. [PMID: 34302502 DOI: 10.1007/s00068-021-01753-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 07/18/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE Most mild traumatic brain injuries (TBIs) can be treated conservatively. However, some patients deteriorate during observation. Therefore, we tried to evaluate the characteristics of deterioration and requirement for further management in mild TBI patients. METHODS From 1/1/2017 to 12/31/2017, patients with mild TBI and positive results on CT scans of the brain were retrospectively studied. Patients with and without neurological deteriorations were compared. The characteristics of mild TBI patients with further neurological deterioration or the requirement for interventions were delineated. RESULTS One hundred ninety-two patients were enrolled. Twenty-three (12.0%) had neurological deteriorations. The proportions of deterioration occurring within 24 h, 48 h and 72 h were 23.5, 41.2 and 58%, respectively. Deteriorated patients were significantly older than those without neurological deteriorations (69.7 vs. 60.2; p = 0.020). More associated extracranial injuries were observed in deteriorated patients [injury severity score (ISS): 20.2 vs. 15.9; p = 0.005). Significantly higher proportions of intraventricular hemorrhage (8.7 vs. 1.2%; p = 0.018) and multiple lesions (78.3 vs. 53.8%; p = 0.027) were observed on the CT scans of patients with neurological deteriorations. Subset analysis showed that deteriorated patients who required neurosurgical interventions (N = 7) had significantly more initial GCS defects (13 or 14) (71.4 vs. 12.5%; p = 0.005) and more initial decreased muscle power of extremities (85.7 vs. 18.8%; p = 0.002). CONCLUSION More attention should be given to mild TBI patients with older age, GCS defects, decreased muscle power of the extremities, multiple lesions on CT scans and other systemic injuries (high ISS). Most deteriorations occur within 72 h after trauma.
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Affiliation(s)
- Shou-Chi Chien
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College and University, 5, Fu-Hsing Street, Kwei Shan Township, Taoyuan City, Taiwan
| | - Po-Hsun Tu
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College and University, 5, Fu-Hsing Street, Kwei Shan Township, Taoyuan City, Taiwan
| | - Zhuo-Hao Liu
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College and University, 5, Fu-Hsing Street, Kwei Shan Township, Taoyuan City, Taiwan
| | - Ching-Chang Chen
- Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College and University, 5, Fu-Hsing Street, Kwei Shan Township, Taoyuan City, Taiwan
| | - Chien-Hung Liao
- Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College and University, 5, Fu-Hsing Street, Kwei Shan Township, Taoyuan City, Taiwan
| | - Chi-Hsun Hsieh
- Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College and University, 5, Fu-Hsing Street, Kwei Shan Township, Taoyuan City, Taiwan
| | - Chih-Yuan Fu
- Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung Medical College and University, 5, Fu-Hsing Street, Kwei Shan Township, Taoyuan City, Taiwan.
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18
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Sadrameli SS, Davidov V, Sulhan S, Vaziri S, Hartman CJ, Hooten KG, Murad GJA. The utility of routine post-hospitalization CT imaging in patients with non-operative mild to moderate traumatic brain injury. Brain Inj 2021; 35:778-782. [PMID: 33998357 DOI: 10.1080/02699052.2021.1910999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Primary Objective: The purpose of this study was to determine the utility of CT imaging in patients with non-operative mild-moderate TBI with respect to changes in management.Methods: We conducted a retrospective analysis for 191 patients over a 5-year interval to examine whether follow-up CT initiated a change in management. We created a logistic regression model to incorporate different variables contributing to change in management.Results: Of 191 patients, 31 (16.2%) underwent a change in management. Change in management was associated with older age (65 yo vs. 55 yo, p = .011), diagnosis of subdural hematoma (p = .041), antiplatelet/anticoagulant therapy (p = .009), imaging performed (p = .16), and increased blood products on CT (p = <0.0001). For patients on antiplatelet/anticoagulant therapy, only those with worsening findings on CT required a change in management (p = .0002, 0.039). Surgical intervention was indicated in two patients.Conclusions: Limited clinical value exists in repeat CT scans for patients with mild TBI. Most patients with traumatic SAH, contusions, or asymptomatic patients should not have repeat imaging, as our study revealed only 2% of patients with positive CT finding and 0.6% requiring surgical intervention.
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Affiliation(s)
- Saeed S Sadrameli
- Department of Neurosurgery, Houston Methodist Neurological Institute, Houston, Texas, USA
| | | | - Suraj Sulhan
- Department of Neurosurgery, Houston Methodist Neurological Institute, Houston, Texas, USA
| | - Sasha Vaziri
- Department of Neurosurgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Cory J Hartman
- Department of Neurosurgery, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Kristopher G Hooten
- Department of Neurosurgery, University of Florida College of Medicine, Gainesville, Florida, USA.,Department of Neurosurgery, Tripler Army Medical Center, Honolulu, Hawaii, USA
| | - Gregory J A Murad
- Department of Neurosurgery, University of Florida College of Medicine, Gainesville, Florida, USA
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19
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Gribbell M, Hsu J, Krech L, Pounders S, Koestner A, Haverkamp J, Burns K, Gawel J, Kwazneski D, Iskander G, Gibson C, Chapman A. Step up to the Brain Injury Guidelines league: Adoption of Brain Injury Guidelines at a Level III trauma center, A pilot study. TRAUMA-ENGLAND 2021. [DOI: 10.1177/14604086211017374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction The Brain Injury Guidelines (BIG) direct surgeons to implement risk-stratified treatment plans for patients with traumatic brain injury (TBI). BIG categorize patients into one of three severity categories, from lowest to highest risk (BIG 1, BIG 2, and BIG 3). BIG empowers physicians to implement standardized treatment plans that limit unnecessary hospitalizations, repeat imaging, and neurosurgical consultation. These guidelines have been studied in Level I trauma centers, but their clinical application has never been studied in a Level III trauma center. In this pilot study, we sought to determine if the BIG can be implemented in a regional trauma center where patients with less severe brain injuries are locally evaluated and treated. Methods All TBI patients at a Level III trauma center were stratified using the BIG criteria, where BIG 1 and BIG 2 patients were managed locally and BIG 3 patients were transferred to a Level I trauma center. We conducted a retrospective review using the local trauma database and electronic medical records over a 1-year period when BIG were first protocolized. The primary endpoint included deaths, complications, readmissions, and length of stay. Results There were 6 (12.2%) BIG 1, 5 (10.2%) BIG 2, and 38 (77.6%) BIG 3 patients evaluated at the Level III trauma center. All BIG 1 and BIG 2 patients remained at the Level III trauma center, and 33 of the 38 BIG 3 patients were transferred. There were no complications, readmissions, or unexpected transfers within the BIG 1 or BIG 2 patient cohorts. Conclusion The BIG criteria can be successfully implemented in a Level III trauma center. A collaborative transfer agreement with a Level I trauma center reduces unnecessary transfers without negatively affecting patient care. The BIG criteria should be considered for well-developed regional trauma systems.
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Affiliation(s)
- Mikalah Gribbell
- Michigan State University College of Human Medicine, Grand Rapids, MI, USA
| | - Justin Hsu
- Spectrum Health, Michigan State University College of Human Medicine General Surgery Residency, Grand Rapids, MI, USA
| | - Laura Krech
- Spectrum Health Trauma Research Institute, Grand Rapids, MI, USA
| | - Steffen Pounders
- Spectrum Health Trauma Research Institute, Grand Rapids, MI, USA
- Spectrum Health Office of Research, Grand Rapids, MI, USA
| | - Amy Koestner
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
| | - Jennifer Haverkamp
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
| | - Kelly Burns
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
| | - Jeffrey Gawel
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
| | - Douglas Kwazneski
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
| | - Gaby Iskander
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
| | - Charles Gibson
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
| | - Alistair Chapman
- Spectrum Health Trauma Research Institute, Grand Rapids, MI, USA
- Spectrum Health Acute Care Surgery and General Surgery, Grand Rapids, MI, USA
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20
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Repeat CT after blunt head trauma and Glasgow Coma Scale score 13-15 without neurological deterioration is very low yield for intervention. Eur J Trauma Emerg Surg 2021; 48:1069-1076. [PMID: 33755772 DOI: 10.1007/s00068-021-01642-y] [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: 10/31/2020] [Accepted: 03/08/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE Due to the increase in accessibility of computed tomography (CT), repeat head CT scans are routinely ordered for patients with minor head injuries. The aim of this study is to evaluate the necessity and outcomes of routine repeat head CT in patients with GCS score of 13-15 who presented to the emergency department (ED) of Antalya University Hospital in Turkey with blunt head trauma. METHODS We retrospectively reviewed the charts of patients with minor head trauma that received initial and repeat head CT results from July 1, 2013 to June 30, 2015. Clinical characteristics of patients were compared for two groups of patients: those with neurological deterioration, and those who had routine head CT not required by change in neurological status. Repeat head CT results were analyzed for radiological worsening and the necessity of a surgical or medical intervention such as craniotomy, ICP monitoring, VP shunt and mannitol or hypertonic saline administration. RESULTS Of 3578 patients with blunt head trauma, 656 (18.3%) patients had repeat head CT; 449 of these (68.4%) had a GCS score of 13-15. We analyzed 441 patients for CT and clinical changes. Eight patients were excluded because of poor image quality and/or penetrating injury. Neurological deterioration was the reason for repeat head CT in 73 (16.5%) patients Rates of medical (mannitol treatment) or surgical (craniotomy) intervention in this group were 26% (95% Confidence Interval [95% CI], 15.7-36.3%) in contrast to 0.8% (95% CI 0.1-1.7%) in the group of patients with routinely ordered head CT but without clinical deterioration. The following factors were statistically associated with need for intervention: use of anticoagulant or antithrombotic medication, fracture in middle meningeal artery territory, even a single point decrease in GCS score, increased headache, recurrent vomiting, neurological deficit, and finally, changes in repeat head CT. CONCLUSIONS In patients with minor head injuries, those without neurological deterioration have a very low risk of need for medical or surgical intervention. Routinely ordering repeat head CT scans in this group may not be routinely indicated.
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Weber MW, Nie JZ, Espinosa JA, Delfino KR, Michael AP. Assessing the efficacy of mild traumatic brain injury management. Clin Neurol Neurosurg 2021; 202:106518. [PMID: 33601271 DOI: 10.1016/j.clineuro.2021.106518] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 01/20/2021] [Accepted: 01/21/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Intracranial hemorrhage (ICH) is frequently found on computed tomography (CT) after mild traumatic brain injury (mTBI) prompting transfer to centers with neurosurgical coverage and repeat imaging to confirm hemorrhage stability. Studies suggest routine repeat imaging has little utility in patients with minimal ICH, no anticoagulant/antiplatelet use, and no neurological decline. Additionally, it is unclear which mTBI patients benefit from transfer for neurosurgery consultation. The authors sought to assess the clinical utility and cost effectiveness of routine repeat head CTs and transfer to tertiary centers in patients with low-risk, mTBI. METHODS Retrospective evaluation of patients receiving a neurosurgical consultation for TBI during a 4-year period was performed at a level 1 trauma center. Patients were stratified according to risk for neurosurgical intervention based on their initial clinical evaluation and head CT. Only patients with low-risk, mTBI were included. RESULTS Of 531 patients, 119 met inclusion criteria. Eighty-eight (74.0 %) received two or more CTs. Direct cost of repeat imaging was $273,374. Thirty-seven (31.1 %) were transferred to our facility from hospitals without neurosurgical coverage, costing $61,384. No patient had neurosurgical intervention or mTBI-related in-hospital mortality despite enlarging ICH on repeat CT in three patients. Two patients had mTBI related 30-day readmission for seizure without ICH expansion. CONCLUSION Routine repeat head CT or transfer of low-risk, mTBI patients to a tertiary center did not result in neurosurgical intervention. Serial neurological examinations may be a safe, cost-effective alternative to repeat imaging for select mTBI patients. A large prospective analysis is warranted for further evaluation.
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Affiliation(s)
- Matthew W Weber
- Division of Neurosurgery, Southern Illinois University School of Medicine, Springfield, Illinois, United States.
| | - Jeffrey Z Nie
- Division of Neurosurgery, Southern Illinois University School of Medicine, Springfield, Illinois, United States.
| | - Jose A Espinosa
- Division of Neurosurgery, Southern Illinois University School of Medicine, Springfield, Illinois, United States.
| | - Kristin R Delfino
- Center for Clinical Research, Southern Illinois University School of Medicine, Springfield, Illinois, United States.
| | - Alex P Michael
- Division of Neurosurgery, Southern Illinois University School of Medicine, Springfield, Illinois, United States.
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Seifert KD, Wu X, Malhotra A. Utility of routine follow-up imaging in patients with small paraflacine and/or paratentorial hemorrhages. Clin Neurol Neurosurg 2020; 196:105956. [DOI: 10.1016/j.clineuro.2020.105956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 05/20/2020] [Accepted: 05/22/2020] [Indexed: 11/24/2022]
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Pillenahalli Maheshwarappa R, Valand HA, Locke T, Soni N, Bathla G. Repeat Head CT for Neurologically Stable Patients With Mild Traumatic Subarachnoid Hemorrhage During Interfacility Transfer and Follow-Up Does Not Alter Patient Care [Formula: see text]. Can Assoc Radiol J 2020; 72:541-547. [PMID: 32730132 DOI: 10.1177/0846537120941674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
PURPOSE To evaluate the impact of repeat head computed tomography (CT) during (1) interfacility transfer and (2) inpatient and/or outpatient follow-up on management, cost-effectiveness, and radiation dose in neurologically stable patients with mild traumatic subarachnoid hemorrhage (tSAH). MATERIAL AND METHODS This is a single-center retrospective study evaluating patients with mild tSAH presenting between January 2017 and July 2019. A total of 101 and 140 patients met the eligibility criteria for the first and second subgroups, respectively. Common inclusion criteria were isolated mild tSAH, Glasgow Coma Scale between 13 and 15, and neurological stability. Additional inclusion criteria for the first subgroup were availability of brain imaging at the outside institution prior to transfer and the second subgroup was the availability of follow-up imaging. RESULTS In the first subgroup, 76.20% of patients had stable SAH, 18.80% had reduced SAH, while 5% had an interval increase in SAH. None required any surgical intervention. Additional per-patient mean radiation exposure was 1.77 ± 0.26 mSv. In the second subgroup, all 140 patients had complete resolution of tSAH. One patient had a new tiny subdural hemorrhage, which subsequently resolved on follow-up. The additional mean radiation exposure was 2.47 ± 1.29 mSv. A total of 256 avoidable CT scans were performed resulting in excess health care costs of about US$531 696. CONCLUSION In neurologically stable isolated tSAH patients, repeat brain imaging during interfacility transfer and inpatient and/or outpatient follow-up do not alter patient management despite increased health care costs and radiation burden.
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Affiliation(s)
| | - Hardik A Valand
- 117088American University of Integrative Sciences, Tucker, GA, USA
| | - Thomas Locke
- 12243Carver College of Medicine, University of Iowa, IA, USA
| | - Neetu Soni
- Department of Radiology, 21782University of Iowa Hospitals and Clinics, IA, USA
| | - Girish Bathla
- Department of Radiology, Division of Neuroradiology, 21782University of Iowa Hospitals and Clinics, Iowa City, IA, USA
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Rhame K, Le D, Ventura A, Horner A, Andaluz N, Miller C, Stolz U, Ngwenya LB, Adeoye O, Kreitzer N. Management of the mild traumatic brain injured patient using a multidisciplinary observation unit protocol. Am J Emerg Med 2020; 46:176-182. [PMID: 33071105 DOI: 10.1016/j.ajem.2020.06.088] [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: 03/19/2020] [Revised: 05/30/2020] [Accepted: 06/27/2020] [Indexed: 10/23/2022] Open
Abstract
OBJECTIVES We developed an ED based multidisciplinary observation unit (OU) protocol for patients with mild traumatic brain injury (mTBI). We describe the cohort of patients who were placed in the ED OU and we evaluated if changes to our inclusion and exclusion criteria should be made. METHODS We conducted a retrospective cohort study to evaluate subjects who were admitted to the mTBI observation protocol. We included adults within 24 h of sustaining an mTBI with a Glasgow Coma Scale (GCS) of 14 or 15 who had pre-specified head CT findings, and did not meet exclusion criteria. Predictors of need for hospital admission after completing the OU protocol were determined using multivariable logistic regression analysis. RESULTS The mean age was 49 (SD 23), 58 (33%) were female, and 136 (78%) were Caucasian. No subjects discharged home required a surgical intervention or ICU admission, and there were no deaths in discharged or admitted subjects. 28 subjects (16%) were admitted to the hospital following their OU stay. Subjects admitted were older (mean age: 56 vs. 48, p = 0.1) and had a higher proportion of traumatic bleeds on head CT (85% vs. 76%, p = 0.3). In multivariable logistic regression, GCS of 15 (aOR 4.24), African-American race (aOR 5.84), and no comorbid cardiac disease predicted discharge home after the observation protocol (aOR 0.28). CONCLUSIONS A period of observation for a pre-defined cohort of patients with mTBI provided a triage plan that could allow appropriate patient management without requiring admission in the majority of subjects.
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Affiliation(s)
- Katherine Rhame
- University of Cincinnati College of Medicine, United States of America
| | - Diana Le
- University of Cincinnati College of Medicine, United States of America
| | - Amanda Ventura
- University of Cincinnati Department of Emergency Medicine, United States of America
| | - Amy Horner
- University of Cincinnati Department of Neurosurgery, United States of America
| | - Norberto Andaluz
- University of Louisville Department of Neurosurgery, United States of America
| | - Christopher Miller
- University Hospitals, Case Western Reserve University School of Medicine, United States of America
| | - Uwe Stolz
- University of Cincinnati Department of Emergency Medicine, United States of America
| | - Laura B Ngwenya
- University of Cincinnati Department of Neurosurgery, United States of America; University of Cincinnati, Department of Neurology and Rehabilitation Medicine, United States of America; University of Cincinnati Collaborative for Research on Acute Neurological Injury, United States of America
| | - Opeolu Adeoye
- University of Cincinnati Department of Emergency Medicine, United States of America; University of Cincinnati Division of Neurocritical Care, United States of America
| | - Natalie Kreitzer
- University of Cincinnati Department of Emergency Medicine, United States of America; University of Cincinnati Division of Neurocritical Care, United States of America.
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Khan AD, Elseth AJ, Brosius JA, Moskowitz E, Liebscher SC, Anstadt MJ, Dunn JA, McVicker JH, Schroeppel T, Gonzalez RP. Multicenter assessment of the Brain Injury Guidelines and a proposal of guideline modifications. Trauma Surg Acute Care Open 2020; 5:e000483. [PMID: 32537518 PMCID: PMC7264829 DOI: 10.1136/tsaco-2020-000483] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 04/19/2020] [Accepted: 04/24/2020] [Indexed: 12/13/2022] Open
Abstract
Background The Brain Injury Guidelines provide an algorithm fortreating patients with traumatic brain injury (TBI) and intracranial hemorrhage(ICH) that does not mandate hospital admission, repeat head CT, orneurosurgical consult for all patients. The purposes of this study are toreview the guidelines' safety, to assess resource utilization, and to proposeguideline modifications that improve patient safety and widespreadreproducibility. Methods A multi-institutional review of TBI patients was conducted. Patients with ICH on CT were classified as BIG 1, 2, or 3 based on the guidelines. BIG 3 patients were excluded. Variables collected included demographics, Injury Severity Score (ISS), hospital length of stay (LOS), intensive care unit LOS, number of head CTs, type of injury, progression of injury, and neurosurgical interventions performed. Results 269 patients met inclusion criteria. 98 were classifiedas BIG 1 and 171 as BIG 2. The median length of stay (LOS) was 2 (2,4)days and the ICU LOS was 1 (0,2) days. Most patients had a neurosurgeryconsultation (95.9%) and all patients included had a repeat head CT. 370repeat head CT scans were performed, representing 1.38 repeat scans perpatient. 11.2% of BIG 1 and 11.1% of BIG 2 patients demonstratedworsening on repeat head CT. Patients who progressed exhibited a higherISS (14 vs. 10, p=0.040), and had a longer length of stay (4 vs. 2 days;p=0.015). After adjusting for other variables, the presence of epiduralhematoma (EDH) and intraparenchymal hematoma were independent predictors ofprogression. Two BIG 2 patients with EDH had clinical deteriorationrequiring intervention. Discussion The Brain Injury Guidelines may improve resourceallocation if utilized, but alterations are required to ensure patientsafety. The modified Brain Injury Guidelines refine the originalguidelines to enhance reproducibility and patient safety while continuing toprovide improved resource utilization in TBI management.
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Affiliation(s)
- Abid D Khan
- Department of Trauma and Acute Care Surgery, UCHealth Memorial Hospital Central, Colorado Springs, Colorado, USA
| | - Anna J Elseth
- Department of Trauma and Acute Care Surgery, UCHealth Memorial Hospital Central, Colorado Springs, Colorado, USA
| | - Jacqueline A Brosius
- Department of Surgery, Loyola University Chicago Stritch School of Medicine, Maywood, Illinois, USA
| | - Eliza Moskowitz
- Department of Trauma and Acute Care Surgery, UCHealth Memorial Hospital Central, Colorado Springs, Colorado, USA
| | - Sean C Liebscher
- Department of Surgery, Loyola University Chicago Stritch School of Medicine, Maywood, Illinois, USA
| | - Michael J Anstadt
- Department of Surgery, Loyola University Chicago Stritch School of Medicine, Maywood, Illinois, USA
| | - Julie A Dunn
- Department of Trauma and Acute Care Surgery, Medical Center of the Rockies, Loveland, Colorado, USA
| | - John H McVicker
- Department of Neurosurgery, UCHealth Memorial Hospital Central, Colorado Springs, Colorado, USA
| | - Thomas Schroeppel
- Department of Trauma and Acute Care Surgery, UCHealth Memorial Hospital Central, Colorado Springs, Colorado, USA
| | - Richard P Gonzalez
- Department of Surgery, Loyola University Chicago Stritch School of Medicine, Maywood, Illinois, USA
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Relevance of emergency head CT scan for fall in the elderly person. J Neuroradiol 2020; 47:54-58. [DOI: 10.1016/j.neurad.2019.03.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 03/08/2019] [Accepted: 03/08/2019] [Indexed: 11/23/2022]
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Kavi T, Abdelhady A, DeChiara J, Lubas E, Abdelhady K, Daci R, San Roman J, Patel UK. Association of Patterns of Mild Traumatic Brain Injury with Neurologic Deterioration: Experience at a Level I Trauma Center. Cureus 2019; 11:e5677. [PMID: 31723486 PMCID: PMC6825415 DOI: 10.7759/cureus.5677] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 09/17/2019] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION There are about 2.5 million emergency room visits for traumatic brain injury (TBI) every year and 75%-95% of all TBI patients have mild TBI. Previous studies have suggested that a large proportion of mild TBI patients can be treated in a non-aggressive manner, but they have not differentiated mild TBI as per radiological patterns to help in the selection of these patients. Our study aimed to identify different patterns of mild TBI to determine if certain injuries make patients more prone to neurologic worsening than others, and thus require more intensive monitoring. We also studied the factors associated with neurologic deterioration. METHODS We conducted a retrospective study using an institutional trauma database to identify TBI patients between the years of 2015 and 2016 with admission Glasgow Coma Score (GCS) of 13 to 15, through chart review by the investigators. Radiological and neurological worsening was determined through computed tomography (CT) scan results, GCS scores, and the requirement for neurosurgical intervention. We identified the prevalence of demographic characteristics, radiological patterns, and risk factors. We studied neurologic deterioration (decline in GCS to less than 13 at 48 hours or earlier after admission) and surgical intervention among patients with different radiological patterns of TBI. We further studied the cohort of isolated subdural hematoma (SDH) patients requiring surgery to evaluate the associated risk factors. RESULTS Out of 374 patients with mild TBI (mean age was 63 years), 59% were male, 77% were Caucasian, the median GCS was 15, majority of patients had isolated SDH (45%), and mixed pattern of hemorrhage (39%); the use of antiplatelet (33%) was the most commonly identified risk factors. Overall 7% of patients were found to have neurologic deterioration (GCS to less than 13) and 9% required surgical intervention at 48 hours or earlier after admission. The most common pattern of TBI requiring surgical intervention was isolated SDH (85%). Among the cohort of patients with isolated SDH, 17% required surgical intervention and 69% of those isolated SDH patients requiring surgery had neurologic deterioration. The most common risk factor in isolated SDH patients requiring surgery was antiplatelet use (34%), anticoagulant use (20%), alcohol abuse (17%), severe renal failure (17%), and thrombocytopenia (7%). Mean size of SDH in patients requiring surgery was 1.6 cm with 0.8 cm of midline shift. CONCLUSION This study identified the pattern of mild TBI associated with neurological worsening at our Level I Trauma Center. Among patients with mild TBI, SDH patients seem to be at highest risk for deterioration and requirement for surgery. If these results can be externally validated through a multi-center study, these patients could be selectively identified for aggressive monitoring in the intensive care unit (ICU) and repeat CT scans.
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Affiliation(s)
- Tapan Kavi
- Neurology, Cooper Neurological Institute, Cooper University Hospital, Camden, USA
| | - Ahmed Abdelhady
- Neurology, Cooper Medical School of Rowan University, Camden, USA
| | - James DeChiara
- Neurology, Cooper Medical School of Rowan University, Camden, USA
| | - Emily Lubas
- Neurology, Cooper Medical School of Rowan University, Camden, USA
| | - Khodeja Abdelhady
- Internal Medicine, Washington University of Health and Science, San Pedro, BLZ
| | - Rrita Daci
- Neurosurgery, University of Massachusetts, Worcester, USA
| | | | - Urvish K Patel
- Neurology and Public Health, Icahn School of Medicine at Mount Sinai, New York, USA
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Wang JZ, Witiw CD, Scantlebury N, Ditkofsky N, Nathens AB, da Costa L. Clinical significance of posttraumatic intracranial hemorrhage in clinically mild brain injury: a retrospective cohort study. CMAJ Open 2019; 7:E511-E515. [PMID: 31431483 PMCID: PMC6703987 DOI: 10.9778/cmajo.20180188] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Much attention has been focused on management of severe traumatic brain injury (TBI); however, comparatively little is known about management of traumatic hemorrhage in clinically mild TBI. We aimed to clarify the role of clinical observation and repeat radiography for patients with mild TBI and abnormal findings on initial computed tomography (CT) of the head. METHODS We queried the neurotrauma database of the Ontario Trauma Registry and the Sunnybrook institutional database to identify patients with CT findings of a traumatic hemorrhage or calvarial fracture between November 2014 and December 2016. Exclusionary criteria were age less than 16 years, Glasgow Coma Scale (GCS) score less than 13, anticoagulant use, bleeding diathesis and midline shift greater than 5 mm. The primary outcome was the need for neurosurgical intervention. RESULTS A total of 607 patients were included. Most (374 [61.6%]) had a GCS score of 15; 185 (30.5%) and 48 (7.9%) had a GCS score of 14 and 13, respectively. Five patients (0.8%) required surgical intervention, all within the first 72 hours, owing to clinical deterioration with subsequently demonstrated radiographic evidence of expanding hemorrhage. Most patients (506 [83.4%]) had routine repeat imaging, without documented change in their neurologic status. INTERPRETATION The majority of patients in our cohort had repeat imaging, which did not influence surgical management, at substantial cost to the health care system. The findings suggest the need to reevaluate repeat imaging protocols for this subset of patients with TBI.
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Affiliation(s)
- Justin Z Wang
- Division of Neurosurgery (Wang, Witiw, da Costa), Department of Surgery, University of Toronto; Division of Neurosurgery (Scantlebury, da Costa), Department of Surgery, and Department of Medical Imaging (Ditkofsky), Sunnybrook Health Sciences Centre, University of Toronto; Department of Surgery (Nathens, da Costa), University of Toronto, Toronto, Ont
| | - Christopher D Witiw
- Division of Neurosurgery (Wang, Witiw, da Costa), Department of Surgery, University of Toronto; Division of Neurosurgery (Scantlebury, da Costa), Department of Surgery, and Department of Medical Imaging (Ditkofsky), Sunnybrook Health Sciences Centre, University of Toronto; Department of Surgery (Nathens, da Costa), University of Toronto, Toronto, Ont
| | - Nadia Scantlebury
- Division of Neurosurgery (Wang, Witiw, da Costa), Department of Surgery, University of Toronto; Division of Neurosurgery (Scantlebury, da Costa), Department of Surgery, and Department of Medical Imaging (Ditkofsky), Sunnybrook Health Sciences Centre, University of Toronto; Department of Surgery (Nathens, da Costa), University of Toronto, Toronto, Ont
| | - Noah Ditkofsky
- Division of Neurosurgery (Wang, Witiw, da Costa), Department of Surgery, University of Toronto; Division of Neurosurgery (Scantlebury, da Costa), Department of Surgery, and Department of Medical Imaging (Ditkofsky), Sunnybrook Health Sciences Centre, University of Toronto; Department of Surgery (Nathens, da Costa), University of Toronto, Toronto, Ont
| | - Avery B Nathens
- Division of Neurosurgery (Wang, Witiw, da Costa), Department of Surgery, University of Toronto; Division of Neurosurgery (Scantlebury, da Costa), Department of Surgery, and Department of Medical Imaging (Ditkofsky), Sunnybrook Health Sciences Centre, University of Toronto; Department of Surgery (Nathens, da Costa), University of Toronto, Toronto, Ont
| | - Leodante da Costa
- Division of Neurosurgery (Wang, Witiw, da Costa), Department of Surgery, University of Toronto; Division of Neurosurgery (Scantlebury, da Costa), Department of Surgery, and Department of Medical Imaging (Ditkofsky), Sunnybrook Health Sciences Centre, University of Toronto; Department of Surgery (Nathens, da Costa), University of Toronto, Toronto, Ont.
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Molaei-Langroudi R, Alizadeh A, Kazemnejad-Leili E, Monsef-Kasmaie V, Moshirian SY. Evaluation of Clinical Criteria for Performing Brain CT-Scan in Patients with Mild Traumatic Brain Injury; A New Diagnostic Probe. Bull Emerg Trauma 2019; 7:269-277. [PMID: 31392227 PMCID: PMC6681891 DOI: 10.29252/beat-0703010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2018] [Revised: 01/01/2019] [Accepted: 01/21/2019] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE To investigate the risk factors that can be proper indications for performing brain computerized tomography (CT)-scan in patients with mild and moderate traumatic brain injury (TBI) in order to avoid unnecessary exposure to radiation, saving on costs as well as time wasted in emergency wards. METHODS Data of patients with mild traumatic brain injury (TBI) referring to Emergency Department with age ≥2 years and primary GCS of 13-15 were examined including focal neurological deficit, anisocoria, skull fracture, multiple trauma, superior injury of clavicle, decreased consciousness, and amnesia. Brain CT-scan was performed in all the patients. Kappa Coefficient was used to determine the ratio of agreement of the CT indications (+ and ⎼) and multiple logistic regression to determine the relative odds of positive CTs. RESULTS Overall we included 610 patients. One-hundred and one patients (16.5%) had positive and 509 (83.5%) had negative CT findings. Of positive CTs, the highest percentage was dedicated to high-energy mechanism of trauma. High-energy trauma mechanism (OR=1.056, 95% CI, OR, 1.03-1.04, P<0.001), superior injury of clavicle (OR=1.07, 95% CI, OR, 1.03-1.1, P<0.001) and moderate to severe headache (OR=1.04, 95% CI, OR, 1.02-1.05, P<0.001) were positive predictors of CT findings. The combined mean of positive symptoms equaled 0.29 ± 0.64 in negative CTs, but 5.13 ± 2.4 in positive CTs, showing a significant difference. (P<0.001). CONCLUSION Abnormal positive brain CT in victims with mild TBI is predictable if one or several risk factors are taken into account such as moderate to severe headache, decreased consciousness, skull fracture, high-energy trauma mechanism, superior injury of clavicle and GCS of 13-14. The more the symptoms, the more likely the positive CT results would be.
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Affiliation(s)
| | - Ahmad Alizadeh
- Department of Radiology, Guilan University of Medical Sciences, Rasht, Iran
| | | | - Vahid Monsef-Kasmaie
- Department of Emergency Medicine, Poursina Hospital, Guilan University of Medical Sciences, Rasht, Iran
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Development of Delayed Posttraumatic Acute Subdural Hematoma. World Neurosurg 2018; 117:353-356. [PMID: 29959076 DOI: 10.1016/j.wneu.2018.06.135] [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: 05/17/2018] [Revised: 06/14/2018] [Accepted: 06/15/2018] [Indexed: 11/20/2022]
Abstract
BACKGROUND Prior studies have shown that most patients with mild traumatic brain injury or negative computed tomography (CT) scans of the head rarely decline or require neurosurgical interventions. One common reason for a delayed decline is an intracranial hemorrhage that presents within 24-48 hours. This is typically seen in elderly patients and/or patients on antiplatelet or anticoagulation agents. We describe a case of a delayed subdural hemorrhage presenting in a young adult not on any antiplatelet or anticoagulation therapy. CASE DESCRIPTION A 19-year-old male presented to the emergency department after being involved in a motor vehicle accident. He had a Glasgow Coma Scale of 15, and an initial CT was negative for any intracranial hemorrhage or pathology, so he was then admitted to the intensive care unit for further care. The patient received 1 dose of aspirin 325 mg the following day for treatment of blunt cerebrovascular injury. Six hours later he reported a severe headache and had an episode of emesis with a subsequent rapid neurologic decline. Repeat CT showed an acute right subdural hematoma, and he underwent an emergent right decompressive hemicraniectomy. CONCLUSIONS In rare cases, patients with negative initial head CT scans neurologically deteriorate as a result of a delayed acute subdural hematoma. We present an unusual case of a young patient on no medications with no CT findings of an intracranial injury who neurologically declined due to a delayed acute subdural hematoma.
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