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Hagrass AI, Elsayed SM, Doheim MF, Mostafa MA, Elfil M, Al-Kafarna M, Almaghary BK, Fayoud AM, Hamdallah A, Hasan MT, Ragab KM, Nourelden AZ, Zaazouee MS, Medicherla C, Lerario M, Czap AL, Chong J, Nour M, Al-Mufti F. Mobile Stroke Units in Acute Ischemic Stroke: A Comprehensive Systematic Review and Meta-Analysis of 5 "T Letter" Domains. Cardiol Rev 2024; 32:297-313. [PMID: 38602410 DOI: 10.1097/crd.0000000000000699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
Intravenous thrombolysis (IVT) may be administered to stroke patients requiring immediate treatment more quickly than emergency medical services if certain conditions are met. These conditions include the presence of mobile stroke units (MSUs) with on-site treatment teams and a computed tomography scanner. We compared clinical outcomes of MSU conventional therapy by emergency medical services through a systematic review and meta-analysis. We searched key electronic databases from inception till September 2021. The primary outcomes were mortality at 7 and 90 days. The secondary outcomes included the modified Rankin Scale score at 90 days, alarm to IVT or intra-arterial recanalization, and time from symptom onset or last known well to thrombolysis. We included 19 controlled trials and cohort studies to conduct our final analysis. Our comparison revealed that 90-day mortality significantly decreased in the MSU group compared with the conventional care group [risk ratio = 0.82; 95% confidence interval (CI), 0.71-0.95], while there was no significant difference at 7 days (risk ratio = 0.89; 95% CI, 0.69-1.15). MSU achieved greater functional independence (modified Rankin Scale = 0-2) at 90 days (risk ratio = 1.08; 95% CI, 1.01-1.16). MSU was associated with shorter alarm to IVT or intra-arterial recanalization time (mean difference = -29.69; 95% CI, -34.46 to -24.92), treating patients in an earlier time window, as shown through symptom onset or last known well to thrombolysis (mean difference = -36.79; 95% CI, -47.48 to -26.10). MSU-treated patients had a lower rate of 90-day mortality and better 90-day functional outcomes by earlier initiation of IVT compared with conventional care.
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Affiliation(s)
| | | | - Mohamed Fahmy Doheim
- Department of Neurology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | | | - Mohamed Elfil
- Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE
| | | | | | | | | | | | | | | | | | | | - Mackenzie Lerario
- Department of Neurology, Weill Cornell Medical College, New York, NY
| | - Alexandra L Czap
- Department of Neurology, University of Texas Houston McGovern Medical School, Houston, TX
| | - Ji Chong
- Department of Neurology, Westchester Medical Center, Valhalla, NY
| | - May Nour
- Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Fawaz Al-Mufti
- Departments of Neurology and Neurosurgery, New York Medical College at Westchester Medical Center, Valhalla, NY
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2
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Naqvi IA, Strobino K, Li H, Schmitt K, Barratt Y, Ferrara SA, Hasni A, Cato KD, Weiner MG, Elkind MSV, Kronish IM, Arcia A. Improving Patient-Reported Outcomes in Stroke Care using Remote Blood Pressure Monitoring and Telehealth. Appl Clin Inform 2023; 14:883-891. [PMID: 37940129 PMCID: PMC10632067 DOI: 10.1055/s-0043-1772679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 06/13/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND Inequities in health care access leads to suboptimal medication adherence and blood pressure (BP) control. Informatics-based approaches may deliver equitable care and enhance self-management. Patient-reported outcomes (PROs) complement clinical measures to assess the impact of illness on patients' well-being in poststroke care. OBJECTIVES The aim of this study was to determine the feasibility of incorporating PROs into Telehealth After Stroke Care (TASC) and to explore the effect of this team-based remote BP monitoring program on psychological distress and quality of life in an underserved urban setting. METHODS Patients discharged home from a Comprehensive Stroke Center were randomized to TASC or usual care for 3 months. They were provided with a BP monitor and a tablet that wirelessly transmitted data to a cloud-based platform, which were integrated with the electronic health record. Participants who did not complete the tablet surveys were contacted via telephone or e-mail. We collected the Patient-Reported Outcomes Measurement Information System Managing Medications and Treatment (PROMIS-MMT), Patient Activation Measure (PAM), Neuro-QOL (Quality of Life in Neurological Disorders) Cognitive Function, Neuro-QOL Depression, and Patient Health Questionnaire-9 (PHQ-9). T-tests and linear regression were used to evaluate the differences in PRO change between the arms. RESULTS Of the 50 participants, two-thirds were Hispanic or non-Hispanic Black individuals. Mechanisms of PRO submission for the arms included tablet (62 vs. 47%), phone (24 vs. 37%), tablet with phone coaching (10 vs. 16%), and e-mail (4 vs. 0%). PHQ-9 depressive scores were nominally lower in TASC at 3 months compared with usual care (2.7 ± 3.6 vs. 4.0 ± 4.1; p = 0.06). No significant differences were observed in PROMIS-MMT, PAM, or Neuro-QoL measures. CONCLUSION Findings suggest the feasibility of collecting PROs through an interactive web-based platform. The team-based remote BP monitoring demonstrated a favorable impact on patients' well-being. Patients equipped with appropriate resources can engage in poststroke self-care to mitigate inequities in health outcomes.
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Affiliation(s)
- Imama A. Naqvi
- Division of Stroke and Cerebrovascular Diseases, Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, United States
| | - Kevin Strobino
- Division of Stroke and Cerebrovascular Diseases, Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, United States
| | - Hanlin Li
- NewYork-Presbyterian Hospital, New York, New York, United States
| | - Kevin Schmitt
- NewYork-Presbyterian Hospital, New York, New York, United States
| | - Yuliya Barratt
- NewYork-Presbyterian Hospital, New York, New York, United States
| | - Stephen A. Ferrara
- School of Nursing, Columbia University, New York, New York, United States
| | - Amna Hasni
- Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, United States
| | - Kenrick D. Cato
- Department of Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States
| | - Mark G. Weiner
- Department of Population Health Sciences, Weill Cornell Medicine, New York, New York, United States
| | - Mitchell S. V. Elkind
- Division of Stroke and Cerebrovascular Diseases, Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, New York, United States
| | - Ian M. Kronish
- Division of Cardiology, Department of Internal Medicine, Center for Behavioral Cardiovascular Health, Columbia University Irving Medical Center, New York, New York, United States
| | - Adriana Arcia
- Hahn School of Nursing and Health Science, University of San Diego, San Diego, California, United States
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3
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Allana A, Tavares W, Pinto AD, Kuluski K. Designing and Governing Responsive Local Care Systems - Insights from a Scoping Review of Paramedics in Integrated Models of Care. Int J Integr Care 2022; 22:5. [PMID: 35509960 PMCID: PMC9009364 DOI: 10.5334/ijic.6418] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2021] [Accepted: 03/28/2022] [Indexed: 11/20/2022] Open
Abstract
Introduction Programs that fill gaps in fractured health and social services in response to local needs can provide insight on enacting integrated care. Grassroots programs and the changing roles of paramedics within them were analyzed to explore how the health workforce, organizations and governance could support integrated care. Methods A study was conducted following Arksey and O'Malley's method for scoping reviews, using Valentijn's Rainbow Model of Integrated Care as an organizing framework. Qualitative content analysis was done on clinical, professional, organizational, system, functional and normative aspects of integration. Common patterns, challenges and gaps were documented. Results After literature search and screening, 137 documents with 108 unique programs were analysed. Paramedics bridge reactive and preventative care for a spectrum of population needs through partnerships with hospitals, social services, primary care and public health. Programs encountered challenges with role delineation, segregated organizations, regulation and tensions in professional norms. Discussion Five concepts were identified for fostering integrated care in local systems: single point-of-entry care pathways; flexible and mobile workforce; geographically-based cross-cutting organizations; permissive regulation; and assessing system-level value. Conclusion Integrated care may be supported by a generalist health workforce, through cross-cutting organizations that work across silos, and legislation that balances standardization with flexibility.
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Affiliation(s)
- Amir Allana
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, CA
- McNally Project for Paramedicine Research, CA
- Upstream Lab, MAP/Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, CA
| | - Walter Tavares
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, CA
- McNally Project for Paramedicine Research, CA
- The Wilson Centre and Temerty Faculty of Medicine, University of Toronto|University Health Network, CA
- York Region Paramedic Services, Community and Health Services Department, The Regional Municipality of York, CA
| | - Andrew D. Pinto
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, CA
- Upstream Lab, MAP/Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, CA
- Department of Family and Community Medicine, Faculty of Medicine, University of Toronto, CA
| | - Kerry Kuluski
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, CA
- Institute for Better Health, Trillium Health Partners, CA
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4
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Williams J, Malden S, Heeney C, Bouamrane M, Holder M, Perera U, Bates DW, Sheikh A. Optimizing Hospital Electronic Prescribing Systems: A Systematic Scoping Review. J Patient Saf 2022; 18:e547-e562. [PMID: 35188939 PMCID: PMC8855945 DOI: 10.1097/pts.0000000000000867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Considerable international investment in hospital electronic prescribing (ePrescribing) systems has been made, but despite this, it is proving difficult for most organizations to realize safety, quality, and efficiency gains in prescribing. The objective of this work was to develop policy-relevant insights into the optimization of hospital ePrescribing systems to maximize the benefits and minimize the risks of these expensive digital health infrastructures. METHODS We undertook a systematic scoping review of the literature by searching MEDLINE, Embase, and CINAHL databases. We searched for primary studies reporting on ePrescribing optimization strategies and independently screened and abstracted data until saturation was achieved. Findings were theoretically and thematically synthesized taking a medicine life-cycle perspective, incorporating consultative phases with domain experts. RESULTS We identified 23,609 potentially eligible studies from which 1367 satisfied our inclusion criteria. Thematic synthesis was conducted on a data set of 76 studies, of which 48 were based in the United States. Key approaches to optimization included the following: stakeholder engagement, system or process redesign, technological innovations, and education and training packages. Single-component interventions (n = 26) described technological optimization strategies focusing on a single, specific step in the prescribing process. Multicomponent interventions (n = 50) used a combination of optimization strategies, typically targeting multiple steps in the medicines management process. DISCUSSION We identified numerous optimization strategies for enhancing the performance of ePrescribing systems. Key considerations for ePrescribing optimization include meaningful stakeholder engagement to reconceptualize the service delivery model and implementing technological innovations with supporting training packages to simultaneously impact on different facets of the medicines management process.
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Affiliation(s)
- Jac Williams
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Stephen Malden
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Catherine Heeney
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Matt Bouamrane
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Mike Holder
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Uditha Perera
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - David W. Bates
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Aziz Sheikh
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
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5
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Rali P, Sacher D, Rivera-Lebron B, Rosovsky R, Elwing JM, Berkowitz J, Mina B, Dalal B, Davis GA, Dudzinski DM, Duval A, Ichinose E, Kabrhel C, Kapoor A, Lio KU, Lookstein R, McDaniel M, Melamed R, Naydenov S, Sokolow S, Rosenfield K, Tapson V, Bossone E, Keeling B, Channick R, Ross CB. Interhospital Transfer of Patients With Acute Pulmonary Embolism (PE): Challenges and Opportunities. Chest 2021; 160:1844-1852. [PMID: 34273391 DOI: 10.1016/j.chest.2021.07.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 06/23/2021] [Accepted: 07/02/2021] [Indexed: 01/07/2023] Open
Abstract
Acute pulmonary embolism (PE) is associated with significant morbidity and mortality. The management paradigm for acute PE has evolved in recent years with wider availability of advanced treatment modalities ranging from catheter-directed reperfusion therapies to mechanical circulatory support. This evolution has coincided with the development and implementation of institutional pulmonary embolism response teams (PERT) nationwide and internationally. Because most institutions are not equipped or staffed for advanced PE care, patients often require transfer to centers with more comprehensive resources, including PERT expertise. One of the unmet needs in current PE care is an organized approach to the process of interhospital transfer (IHT) of critically ill PE patients. In this review, we discuss medical optimization and support of patients before and during transfer, transfer checklists, defined roles of emergency medical services, and the roles and responsibilities of referring and receiving centers involved in the IHT of acute PE patients.
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Affiliation(s)
- Parth Rali
- Temple University Hospital, Philadelphia, PA.
| | | | | | - Rachel Rosovsky
- Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Jean M Elwing
- University of Cincinnati College of Medicine, Cincinnati, OH
| | | | | | - Bhavinkumar Dalal
- Oakland University William Beaumont School of Medicine, Royal Oak, MI
| | | | | | | | | | | | | | - Ka U Lio
- Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | | | | | | | | | | | | | | | | | | | | | - Charles B Ross
- Piedmont Heart Institute, Piedmont Atlanta Hospital, Atlanta, GA
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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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Abstract
PURPOSE OF REVIEW Mobile stroke units (MSUs) have revolutionized emergency stroke care by delivering pre-hospital thrombolysis faster than conventional ambulance transport and in-hospital treatment. This review discusses the history of MSUs technological development, current operations and research, cost-effectiveness, and future directions. RECENT FINDINGS Multiple prospective and retrospective studies have shown that MSUs deliver acute ischemic stroke treatment with intravenous recombinant tissue plasminogen activator (IV r-tPA) approximately 30 min faster than conventional care. The 90-day modified Rankin Scores for patients who received IV r-tPA on the MSU compared to conventional care were not statistically different in the PHANTOM-S study. Two German studies suggest that the MSU model is cost-effective by reducing disability and improving adjusted quality-life years post-stroke. The ongoing BEST-MSU trial will be the first multicenter, randomized controlled study that will shed light on MSUs' impact on long-term neurologic outcomes and cost-effectiveness. MSUs are effective in reducing treatment times in acute ischemic stroke without increasing adverse events. MSUs could potentially improve treatment times in large vessel occlusion and intracranial hemorrhage. Further studies are needed to assess functional outcomes and cost-effectiveness. Clinical trials are ongoing internationally.
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8
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Kummer BR, Lerario MP, Hunter MD, Wu X, Efraim ES, Salehi Omran S, Chen ML, Diaz IL, Sacchetti D, Lekic T, Kulick ER, Pishanidar S, Mir SA, Zhang Y, Asaeda G, Navi BB, Marshall RS, Fink ME. Geographic Analysis of Mobile Stroke Unit Treatment in a Dense Urban Area: The New York City METRONOME Registry. J Am Heart Assoc 2019; 8:e013529. [PMID: 31795824 PMCID: PMC6951069 DOI: 10.1161/jaha.119.013529] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Background Mobile stroke units (MSUs) reduce time to intravenous thrombolysis in acute ischemic stroke. Whether this advantage exists in densely populated urban areas with many proximate hospitals is unclear. Methods and Results We evaluated patients from the METRONOME (Metropolitan New York Mobile Stroke) registry with suspected acute ischemic stroke who were transported by a bi-institutional MSU operating in Manhattan, New York, from October 2016 to September 2017. The comparison group included patients transported to our hospitals via conventional ambulance for acute ischemic stroke during the same hours of MSU operation (Monday to Friday, 9 am to 5 pm). Our exposure was MSU care, and our primary outcome was dispatch-to-thrombolysis time. We estimated mean differences in the primary outcome between both groups, adjusting for clinical, demographic, and geographic factors, including numbers of nearby designated stroke centers and population density. We identified 66 patients treated or transported by MSU and 19 patients transported by conventional ambulance. Patients receiving MSU care had significantly shorter dispatch-to-thrombolysis time than patients receiving conventional care (mean: 61.2 versus 91.6 minutes; P=0.001). Compared with patients receiving conventional care, patients receiving MSU care were significantly more likely to be picked up closer to a higher mean number of designated stroke centers in a 2.0-mile radius (4.8 versus 2.7, P=0.002). In multivariable analysis, MSU care was associated with a mean decrease in dispatch-to-thrombolysis time of 29.7 minutes (95% CI, 6.9-52.5) compared with conventional care. Conclusions In a densely populated urban area with a high number of intermediary stroke centers, MSU care was associated with substantially quicker time to thrombolysis compared with conventional ambulance care.
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Affiliation(s)
- Benjamin R Kummer
- Department of Neurology Icahn School of Medicine at Mount Sinai New York NY
| | - Mackenzie P Lerario
- Department of Neurology NewYork-Presbyterian Queens Flushing NY.,Department of Neurology Weill Cornell Medicine New York NY.,Clinical Translational Neuroscience Unit Feil Family Brain & Mind Research Institute Weill Cornell Medicine New York NY
| | | | - Xian Wu
- Department of Healthcare Policy and Research Weill Cornell Medicine New York NY
| | | | - Setareh Salehi Omran
- Department of Neurology Weill Cornell Medicine New York NY.,Clinical Translational Neuroscience Unit Feil Family Brain & Mind Research Institute Weill Cornell Medicine New York NY
| | - Monica L Chen
- Clinical Translational Neuroscience Unit Feil Family Brain & Mind Research Institute Weill Cornell Medicine New York NY
| | - Ivan L Diaz
- Department of Healthcare Policy and Research Weill Cornell Medicine New York NY
| | - Daniel Sacchetti
- Department of Neurology Brown Alpert School of Medicine Providence RI
| | - Tim Lekic
- Desert Neurology & Sleep La Quinta CA
| | - Erin R Kulick
- School of Public Health Brown University Providence RI
| | - Sammy Pishanidar
- Department of Neurology NewYork-Presbyterian Queens Flushing NY.,Department of Neurology Weill Cornell Medicine New York NY.,Clinical Translational Neuroscience Unit Feil Family Brain & Mind Research Institute Weill Cornell Medicine New York NY
| | - Saad A Mir
- Department of Neurology Weill Cornell Medicine New York NY.,Clinical Translational Neuroscience Unit Feil Family Brain & Mind Research Institute Weill Cornell Medicine New York NY
| | - Yi Zhang
- New York University Winthrop Hospital Mineola NY
| | | | - Babak B Navi
- Department of Neurology Weill Cornell Medicine New York NY.,Clinical Translational Neuroscience Unit Feil Family Brain & Mind Research Institute Weill Cornell Medicine New York NY
| | - Randolph S Marshall
- Department of Neurology Columbia College of Physicians & Surgeons New York NY
| | - Matthew E Fink
- Department of Neurology Weill Cornell Medicine New York NY
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9
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Horng S, Greenbaum NR, Nathanson LA, McClay JC, Goss FR, Nielson JA. Consensus Development of a Modern Ontology of Emergency Department Presenting Problems-The Hierarchical Presenting Problem Ontology (HaPPy). Appl Clin Inform 2019; 10:409-420. [PMID: 31189204 DOI: 10.1055/s-0039-1691842] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE Numerous attempts have been made to create a standardized "presenting problem" or "chief complaint" list to characterize the nature of an emergency department visit. Previous attempts have failed to gain widespread adoption as they were not freely shareable or did not contain the right level of specificity, structure, and clinical relevance to gain acceptance by the larger emergency medicine community. Using real-world data, we constructed a presenting problem list that addresses these challenges. MATERIALS AND METHODS We prospectively captured the presenting problems for 180,424 consecutive emergency department patient visits at an urban, academic, Level I trauma center in the Boston metro area. No patients were excluded. We used a consensus process to iteratively derive our system using real-world data. We used the first 70% of consecutive visits to derive our ontology, followed by a 6-month washout period, and the remaining 30% for validation. All concepts were mapped to Systematized Nomenclature of Medicine-Clinical Terms (SNOMED CT). RESULTS Our system consists of a polyhierarchical ontology containing 692 unique concepts, 2,118 synonyms, and 30,613 nonvisible descriptions to correct misspellings and nonstandard terminology. Our ontology successfully captured structured data for 95.9% of visits in our validation data set. DISCUSSION AND CONCLUSION We present the HierArchical Presenting Problem ontologY (HaPPy). This ontology was empirically derived and then iteratively validated by an expert consensus panel. HaPPy contains 692 presenting problem concepts, each concept being mapped to SNOMED CT. This freely sharable ontology can help to facilitate presenting problem-based quality metrics, research, and patient care.
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Affiliation(s)
- Steven Horng
- Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States.,Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States
| | - Nathaniel R Greenbaum
- Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States.,Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States
| | - Larry A Nathanson
- Division of Clinical Informatics, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States.,Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States
| | - James C McClay
- Department of Emergency Medicine, College of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, United States
| | - Foster R Goss
- Department of Emergency Medicine, University of Colorado Hospital, University of Colorado School of Medicine, Aurora, Colorado, United States
| | - Jeffrey A Nielson
- Northeastern Ohio Medical University, University Hospitals Samaritan Medical Center, Ashland, Ohio, United States
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10
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Rousseau JF, Ip IK, Raja AS, Valtchinov VI, Cochon L, Schuur JD, Khorasani R. Can Automated Retrieval of Data from Emergency Department Physician Notes Enhance the Imaging Order Entry Process? Appl Clin Inform 2019; 10:189-198. [PMID: 30895573 PMCID: PMC6426724 DOI: 10.1055/s-0039-1679927] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND When a paucity of clinical information is communicated from ordering physicians to radiologists at the time of radiology order entry, suboptimal imaging interpretations and patient care may result. OBJECTIVES Compare documentation of relevant clinical information in electronic health record (EHR) provider note to computed tomography (CT) order requisition, prior to ordering of head CT for emergency department (ED) patients presenting with headache. METHODS In this institutional review board-approved retrospective observational study performed between April 1, 2013 and September 30, 2014 at an adult quaternary academic hospital, we reviewed data from 666 consecutive ED encounters for patients with headaches who received head CT. The primary outcome was the number of concept unique identifiers (CUIs) relating to headache extracted via ontology-based natural language processing from the history of present illness (HPI) section in ED notes compared with the number of concepts obtained from the imaging order requisition. RESULTS Our analysis was conducted on cases where the HPI note section was completed prior to image order entry, which occurred in 23.1% (154/666) of encounters. For these 154 encounters, the number of CUIs specific to headache per note extracted from the HPI (median = 3, interquartile range [IQR]: 2-4) was significantly greater than the number of CUIs per encounter obtained from the imaging order requisition (median = 1, IQR: 1-2; Wilcoxon signed rank p < 0.0001). Extracted concepts from notes were distinct from order requisition indications in 92.9% (143/154) of cases. CONCLUSION EHR provider notes are a valuable source of relevant clinical information at the time of imaging test ordering. Automated extraction of clinical information from notes to prepopulate imaging order requisitions may improve communication between ordering physicians and radiologists, enhance efficiency of ordering process by reducing redundant data entry, and may help improve clinical relevance of clinical decision support at the time of order entry, potentially reducing provider burnout from extraneous alerts.
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Affiliation(s)
- Justin F Rousseau
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Population Health, Dell Medical School, Austin, Texas, United States.,Department of Neurology, Dell Medical School, Austin, Texas, United States
| | - Ivan K Ip
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Ali S Raja
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Vladimir I Valtchinov
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, United States
| | - Laila Cochon
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Jeremiah D Schuur
- Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Ramin Khorasani
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.,Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
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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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