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Powell E, Keller AP, Galvagno SM. Advanced Critical Care Techniques in the Field. Crit Care Clin 2024; 40:463-480. [PMID: 38796221 DOI: 10.1016/j.ccc.2024.03.003] [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: 05/28/2024]
Abstract
Critical care principles and techniques continue to hold promise for improving patient outcomes in time-dependent diseases encountered by emergency medical services such as cardiac arrest, acute ischemic stroke, and hemorrhagic shock. In this review, the authors discuss several current and evolving advanced critical care modalities, including extracorporeal cardiopulmonary resuscitation, resuscitative endovascular occlusion of the aorta, prehospital thrombolytics for acute ischemic stroke, and low-titer group O whole blood for trauma patients. Two important critical care monitoring technologies-capnography and ultrasound-are also briefly discussed.
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Affiliation(s)
- Elizabeth Powell
- Program in Trauma, University of Maryland School of Medicine, R Adams Cowley Shock Trauma Center, 22 S Greene Street, Baltimore, MD 21201, USA
| | - Alex P Keller
- Medical Modernization and Plans Division, 162 Dodd Boulevard, Langley Air Force Base, VA 23665, USA
| | - Samuel M Galvagno
- Department of Anesthesiology, University of Maryland School of Medicine, 22 S Greene Street, S11C16, Baltimore, MD 21201, USA.
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2
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Guo X, Dye J. Modern Prehospital Screening Technology for Emergent Neurovascular Disorders. Adv Biol (Weinh) 2023; 7:e2300174. [PMID: 37357150 DOI: 10.1002/adbi.202300174] [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: 05/05/2023] [Revised: 05/14/2023] [Indexed: 06/27/2023]
Abstract
Stroke is a serious neurological disease and a significant contributor to disability worldwide. Traditional in-hospital imaging techniques such as computed tomography (CT) and magnetic resonance imaging (MRI) remain the standard modalities for diagnosing stroke. The development of prehospital stroke detection devices may facilitate earlier diagnosis, initiation of stroke care, and ultimately better patient outcomes. In this review, the authors summarize the features of eight stroke detection devices using noninvasive brain scanning technology. The review summarizes the features of stroke detection devices including portable CT, MRI, transcranial Doppler ultrasound , microwave tomographic imaging, electroencephalography, near-infrared spectroscopy, volumetric impedance phaseshift spectroscopy, and cranial accelerometry. The technologies utilized, the indications for application, the environments indicated for application, the physical features of the eight stroke detection devices, and current commercial products are discussed. As technology advances, multiple portable stroke detection instruments exhibit the promising potential to expedite the diagnosis of stroke and enhance the time taken for treatment, ultimately aiding in prehospital stroke triage.
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Affiliation(s)
- Xiaofan Guo
- Department of Neurology, Loma Linda University, Loma Linda, CA, 92354, USA
| | - Justin Dye
- Department of Neurosurgery, Loma Linda University, Loma Linda, CA, 92354, USA
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3
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Chee ML, Chee ML, Huang H, Mazzochi K, Taylor K, Wang H, Feng M, Ho AFW, Siddiqui FJ, Ong MEH, Liu N. Artificial intelligence and machine learning in prehospital emergency care: A scoping review. iScience 2023; 26:107407. [PMID: 37609632 PMCID: PMC10440716 DOI: 10.1016/j.isci.2023.107407] [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] [Indexed: 08/24/2023] Open
Abstract
Our scoping review provides a comprehensive analysis of the landscape of artificial intelligence (AI) applications in prehospital emergency care (PEC). It contributes to the field by highlighting the most studied AI applications and identifying the most common methodological approaches across 106 included studies. The findings indicate a promising future for AI in PEC, with many unique use cases, such as prognostication, demand prediction, resource optimization, and the Internet of Things continuous monitoring systems. Comparisons with other approaches showed AI outperforming clinicians and non-AI algorithms in most cases. However, most studies were internally validated and retrospective, highlighting the need for rigorous prospective validation of AI applications before implementation in clinical settings. We identified knowledge and methodological gaps using an evidence map, offering a roadmap for future investigators. We also discussed the significance of explainable AI for establishing trust in AI systems among clinicians and facilitating real-world validation of AI models.
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Affiliation(s)
- Marcel Lucas Chee
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Mark Leonard Chee
- Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, Australia
| | - Haotian Huang
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Katelyn Mazzochi
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Kieran Taylor
- Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Han Wang
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Mengling Feng
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Andrew Fu Wah Ho
- Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore
- Pre-Hospital and Emergency Research Centre, Duke-NUS Medical School, Singapore, Singapore
| | - Fahad Javaid Siddiqui
- Pre-Hospital and Emergency Research Centre, Duke-NUS Medical School, Singapore, Singapore
| | - Marcus Eng Hock Ong
- Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore
- Pre-Hospital and Emergency Research Centre, Duke-NUS Medical School, Singapore, Singapore
| | - Nan Liu
- Pre-Hospital and Emergency Research Centre, Duke-NUS Medical School, Singapore, Singapore
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
- Institute of Data Science, National University of Singapore, Singapore, Singapore
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4
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Fassbender K, Lesmeister M, Merzou F. Prehospital stroke management and mobile stroke units. Curr Opin Neurol 2023; 36:140-146. [PMID: 36794965 PMCID: PMC9994848 DOI: 10.1097/wco.0000000000001150] [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: 02/17/2023]
Abstract
PURPOSE OF REVIEW Delayed presentation at the hospital contributes to poorer patient outcomes and undertreatment of acute stroke patients. This review will discuss recent developments in prehospital stroke management and mobile stroke units aimed to improve timely access to treatment within the past 2 years and will point towards future directions. RECENT FINDINGS Recent progress in research into prehospital stroke management and mobile stroke units ranges from interventions aimed at improving patients' help-seeking behaviour, to the education of emergency medical services team members, to the use of innovative referral methods, such as diagnostic scales, and finally to evidence of improved outcomes by the use of mobile stroke units. SUMMARY Understanding is increasing about the need for optimizing stroke management over the entire stroke rescue chain with the goal of improving access to highly effective time-sensitive treatment. In the future, we can expect that novel digital technologies and artificial intelligence will become relevant in effective interaction between prehospital and in-hospital stroke-treating teams, with beneficial effects on patients' outcomes.
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Affiliation(s)
- Klaus Fassbender
- Department of Neurology, Saarland University Medical Center, Homburg, Germany
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5
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Hariharan P, Tariq MB, Grotta JC, Czap AL. Mobile Stroke Units: Current Evidence and Impact. Curr Neurol Neurosci Rep 2022; 22:71-81. [PMID: 35129761 DOI: 10.1007/s11910-022-01170-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/15/2021] [Indexed: 02/03/2023]
Abstract
PURPOSE OF REVIEW Several approaches have been developed to optimize prehospital systems for acute stroke given poor access and significant delays to timely treatment. Specially equipped ambulances that directly initiate treatment, known as Mobile Stroke Units (MSUs), have rapidly proliferated across the world. This review provides a comprehensive summary on the efficacy of MSUs in acute stroke, its various applications beyond thrombolysis, as well as the establishment, optimal setting and cost-effectiveness of incorporating an MSU into healthcare systems. RECENT FINDINGS MSUs speed stroke treatment into the first "golden hour" when better outcomes from thrombolysis are achieved. While evidence for the positive impact of MSUs on outcomes was previously unavailable, two recent landmark controlled trials, B_PROUD and BEST-MSU, show that MSUs result in significantly lesser disability compared to conventional ambulance care. Emerging literature prove the significant impact of MSUs. Adaptability however remains limited by significant upfront financial investment, challenges with reimbursements and pending evidence on their cost-effectiveness.
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Affiliation(s)
- Praveen Hariharan
- Department of Neurology, McGovern Medical School at the University of Texas Health Science Center, 6431 Fannin St, MSB 7.044, Houston, TX, 77030, USA
| | - Muhammad Bilal Tariq
- Department of Neurology, McGovern Medical School at the University of Texas Health Science Center, 6431 Fannin St, MSB 7.044, Houston, TX, 77030, USA
| | - James C Grotta
- Clinical Innovation and Research Institute, Memorial Hermann Hospital Texas Medical Center, Houston, TX, USA
| | - Alexandra L Czap
- Department of Neurology, McGovern Medical School at the University of Texas Health Science Center, 6431 Fannin St, MSB 7.044, Houston, TX, 77030, USA.
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6
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Fassbender K, Merzou F, Lesmeister M, Walter S, Grunwald IQ, Ragoschke-Schumm A, Bertsch T, Grotta J. Impact of mobile stroke units. J Neurol Neurosurg Psychiatry 2021; 92:jnnp-2020-324005. [PMID: 34035130 PMCID: PMC8292607 DOI: 10.1136/jnnp-2020-324005] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 04/01/2021] [Accepted: 04/07/2021] [Indexed: 12/26/2022]
Abstract
Since its first introduction in clinical practice in 2008, the concept of mobile stroke unit enabling prehospital stroke treatment has rapidly expanded worldwide. This review summarises current knowledge in this young field of stroke research, discussing topics such as benefits in reduction of delay before treatment, vascular imaging-based triage of patients with large-vessel occlusion in the field, differential blood pressure management or prehospital antagonisation of anticoagulants. However, before mobile stroke units can become routine, several questions remain to be answered. Current research, therefore, focuses on safety, long-term medical benefit, best setting and cost-efficiency as crucial determinants for the sustainability of this novel strategy of acute stroke management.
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Affiliation(s)
- Klaus Fassbender
- Department of Neurology, Saarland University Medical Center, Homburg, Saarland, Germany
| | - Fatma Merzou
- Department of Neurology, Saarland University Medical Center, Homburg, Saarland, Germany
| | - Martin Lesmeister
- Department of Neurology, Saarland University Medical Center, Homburg, Saarland, Germany
| | - Silke Walter
- Department of Neurology, Saarland University Medical Center, Homburg, Saarland, Germany
| | - Iris Quasar Grunwald
- Department of Neuroscience, Medical School, Anglia Ruskin University, Chelmsford, UK
- Division of Imaging Science and Technology, School of Medicine, University of Dundee, Dundee, UK
| | | | - Thomas Bertsch
- Institute of Clinical Chemistry, Laboratory Medicine and Transfusion Medicine, Paracelsus Private Medical University-Nuremberg Campus, Nuremberg, Bayern, Germany
| | - James Grotta
- Department of Neurology, Memorial Hermann Hospital, Houston, Texas, USA
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7
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Goyal M, Ospel JM. Adapting pre-hospital stroke triage systems to expanding thrombectomy indications. Neuroradiology 2021; 63:161-166. [PMID: 33439296 DOI: 10.1007/s00234-021-02638-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 01/05/2021] [Indexed: 11/28/2022]
Affiliation(s)
- Mayank Goyal
- Department of Diagnostic Imaging, University of Calgary, Calgary, Canada. .,Departments of Radiology and Clinical Neurosciences, Foothills Medical Centre, 1403 29th St. NW, Calgary, AB, T2N2T9, Canada.
| | - Johanna M Ospel
- , Calgary, Canada.,Division of Neuroradiology, Clinic of Radiology and Nuclear Medicine, University Hospital Basel, University of Basel, Basel, Switzerland
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8
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Yaeger KA, Shoirah H, Kellner CP, Fifi J, Mocco J. Emerging Technologies in Optimizing Pre-Intervention Workflow for Acute Stroke. Neurosurgery 2020; 85:S9-S17. [PMID: 31197335 DOI: 10.1093/neuros/nyz058] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Accepted: 02/20/2019] [Indexed: 01/08/2023] Open
Abstract
Over the last several years, thrombectomy for large vessel occlusions (LVOs) has emerged as a standard of care for acute stroke patients. Furthermore, the time to reperfusion has been identified as a predictor of overall patient outcomes, and much effort has been made to identify potential areas to target in enhancing preintervention workflow. As medical technology and stroke devices improve, nearly all time points can be affected, from field stroke triage to automated imaging interpretation to mass mobile stroke code communications. In this article, we review the preintervention stroke workflow with specific regard to emerging technologies in improving time to reperfusion and overall patient outcomes.
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Affiliation(s)
- Kurt A Yaeger
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai Medical System, New York, New York
| | - Hazem Shoirah
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai Medical System, New York, New York
| | - Christopher P Kellner
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai Medical System, New York, New York
| | - Johanna Fifi
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai Medical System, New York, New York
| | - J Mocco
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai Medical System, New York, New York
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Sweid A, Hammoud B, Ramesh S, Wong D, Alexander TD, Weinberg JH, Deprince M, Dougherty J, Maamari DJM, Tjoumakaris S, Zarzour H, Gooch MR, Herial N, Romo V, Hasan DM, Rosenwasser RH, Jabbour P. Acute ischaemic stroke interventions: large vessel occlusion and beyond. Stroke Vasc Neurol 2019; 5:80-85. [PMID: 32411412 PMCID: PMC7213503 DOI: 10.1136/svn-2019-000262] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 09/29/2019] [Accepted: 11/13/2019] [Indexed: 12/24/2022] Open
Abstract
Care for acute ischaemic stroke is one of the most rapidly evolving fields due to the robust outcomes achieved by mechanical thrombectomy. Large vessel occlusion (LVO) accounts for up to 38% of acute ischaemic stroke and comes with devastating outcomes for patients, families and society in the pre-intervention era. A paradigm shift and a breakthrough brought mechanical thrombectomy back into the spotlight for acute ischaemic stroke; this was because five randomised controlled trials from several countries concluded that mechanical thrombectomy for acute stroke offered overwhelming benefits. This review article will present a comprehensive overview of LVO management, techniques and devices used, and the future of stroke therapy. In addition, we review our institution experience of mechanical thrombectomy for posterior and distal circulation occlusion.
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Affiliation(s)
- Ahmad Sweid
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Batoul Hammoud
- Endocrinology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Sunidhi Ramesh
- Sydney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Daniella Wong
- Sydney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Tyler D Alexander
- Sydney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | | | - Maureen Deprince
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Jaime Dougherty
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | | | | | - Hekmat Zarzour
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Michael R Gooch
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Nabeel Herial
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Victor Romo
- Anesthesia, Thomas Jefferson University-Center City Campus, Philadelphia, Pennsylvania, USA
| | - David M Hasan
- Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - Robert H Rosenwasser
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Pascal Jabbour
- Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
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10
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Mathur S, Walter S, Grunwald IQ, Helwig SA, Lesmeister M, Fassbender K. Improving Prehospital Stroke Services in Rural and Underserved Settings With Mobile Stroke Units. Front Neurol 2019; 10:159. [PMID: 30881334 PMCID: PMC6407433 DOI: 10.3389/fneur.2019.00159] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 02/07/2019] [Indexed: 12/11/2022] Open
Abstract
In acute stroke management, time is brain, as narrow therapeutic windows for both intravenous thrombolysis and mechanical thrombectomy depend on expedient and specialized treatment. In rural settings, patients are often far from specialized treatment centers. Concurrently, financial constraints, cutting of services and understaffing of specialists for many rural hospitals have resulted in many patients being underserved. Mobile Stroke Units (MSU) provide a valuable prehospital resource to rural and remote settings where patients may not have easy access to in-hospital stroke care. In addition to standard ambulance equipment, the MSU is equipped with the necessary tools for diagnosis and treatment of acute stroke or similar emergencies at the emergency site. The MSU strategy has proven to be effective at facilitating time-saving stroke triage decisions. The additional on-board imaging helps to determine whether a patient should be taken to a primary stroke center (PSC) for standard treatment or to a comprehensive stroke center (CSC) for advanced stroke treatment (such as intra-arterial therapy) instead. Diagnosis at the emergency site may prevent additional in-hospital delays in workup, handover and secondary (inter-hospital) transport. MSUs may be adapted to local needs-especially in rural and remote settings-with adjustments in staffing, ambulance configuration, and transport models. Further, with advanced imaging and further diagnostic capabilities, MSUs provide a valuable platform for telemedicine (teleradiology and telestroke) in these underserved areas. As MSU programmes continue to be implemented across the world, optimal and adaptable configurations could be explored.
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Affiliation(s)
- Shrey Mathur
- Department of Neurology, Saarland University Medical Centre, Homburg, Germany
| | - Silke Walter
- Department of Neurology, Saarland University Medical Centre, Homburg, Germany
- Neuroscience Unit, Faculty of Medicine, Anglia Ruskin University, Chelmsford, United Kingdom
| | - Iris Q. Grunwald
- Neuroscience Unit, Faculty of Medicine, Anglia Ruskin University, Chelmsford, United Kingdom
- Department of Medicine, Southend University Hospital NHS Foundation Trust, Westcliff-on-Sea, United Kingdom
| | - Stefan A. Helwig
- Department of Neurology, Saarland University Medical Centre, Homburg, Germany
| | - Martin Lesmeister
- Department of Neurology, Saarland University Medical Centre, Homburg, Germany
| | - Klaus Fassbender
- Department of Neurology, Saarland University Medical Centre, Homburg, Germany
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11
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Chartrain AG, Shoirah H, Jauch EC, Mocco J. A review of acute ischemic stroke triage protocol evidence: a context for discussion. J Neurointerv Surg 2018; 10:1047-1052. [PMID: 30002087 DOI: 10.1136/neurintsurg-2018-013951] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 05/08/2018] [Accepted: 05/10/2018] [Indexed: 11/03/2022]
Abstract
Endovascular thrombectomy (EVT) is now the standard of care for eligible patients with acute ischemic stroke (AIS) secondary to emergent large vessel occlusion (ELVO). However, there remains uncertainty in how hospital systems can most efficiently route patients with suspected ELVO for EVT treatment. Given the relative geographic distribution of centers with and without endovascular capabilities, the value of prehospital triage directly to centers with the ability to provide EVT remains debated. While there are no randomized trial data available to date, there is substantial evidence in the literature that may offer guidance on the subject. In this review we examine the available data in the context of improving the existing AIS triage systems and discuss how prehospital triage directly to endovascular-capable centers may confer clinical benefits for patients with suspected ELVO.
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Affiliation(s)
| | - Hazem Shoirah
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Edward C Jauch
- Departments of Emergency Medicine and Neurology, Medical University of South Carolina, Charleston, South Carolina, USA
| | - J Mocco
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA
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