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For: Al-Dury N, Ravn-Fischer A, Hollenberg J, Israelsson J, Nordberg P, Strömsöe A, Axelsson C, Herlitz J, Rawshani A. Identifying the relative importance of predictors of survival in out of hospital cardiac arrest: a machine learning study. Scand J Trauma Resusc Emerg Med 2020;28:60. [PMID: 32586339 PMCID: PMC7318370 DOI: 10.1186/s13049-020-00742-9] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 05/22/2020] [Indexed: 12/23/2022]  Open
Number Cited by Other Article(s)
1
Zobeiri A, Rezaee A, Hajati F, Argha A, Alinejad-Rokny H. Post-Cardiac arrest outcome prediction using machine learning: A systematic review and meta-analysis. Int J Med Inform 2025;193:105659. [PMID: 39481177 DOI: 10.1016/j.ijmedinf.2024.105659] [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: 09/11/2024] [Revised: 10/16/2024] [Accepted: 10/18/2024] [Indexed: 11/02/2024]
2
Lee S, Lee KS, Park SH, Lee SW, Kim SJ. A Machine Learning-Based Decision Support System for the Prognostication of Neurological Outcomes in Successfully Resuscitated Out-of-Hospital Cardiac Arrest Patients. J Clin Med 2024;13:7600. [PMID: 39768524 PMCID: PMC11676625 DOI: 10.3390/jcm13247600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 11/29/2024] [Accepted: 12/03/2024] [Indexed: 01/11/2025]  Open
3
Ni P, Zhang S, Hu W, Diao M. Application of multi-feature-based machine learning models to predict neurological outcomes of cardiac arrest. Resusc Plus 2024;20:100829. [PMID: 39639943 PMCID: PMC11617783 DOI: 10.1016/j.resplu.2024.100829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Revised: 11/01/2024] [Accepted: 11/12/2024] [Indexed: 12/07/2024]  Open
4
Soleimanian M, Bijani M, Nikrouz L, Naghizadeh MM, Ranjbar K, Heidari G. A timeliness analysis of emergency services and cardiovascular outcomes in cardiac patients referred through prehospital emergency services between 2020 and 2023: a cross-sectional study in Iran. BMC Res Notes 2024;17:250. [PMID: 39237991 PMCID: PMC11378617 DOI: 10.1186/s13104-024-06922-5] [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: 03/29/2024] [Accepted: 08/28/2024] [Indexed: 09/07/2024]  Open
5
Higgins S, Dlamini S, Hattingh M, Rambharose S, Theron E, Stassen W. Views and perceptions of advanced life support practitioners on initiating, withholding and terminating resuscitation in out-of-hospital cardiac arrest in the Emergency Medical Services of South Africa. Resusc Plus 2024;19:100709. [PMID: 39104446 PMCID: PMC11298628 DOI: 10.1016/j.resplu.2024.100709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 06/25/2024] [Accepted: 06/26/2024] [Indexed: 08/07/2024]  Open
6
Majewski D, Ball S, Talikowska M, Belcher J, Brits R, Finn J. Do differences in emergency medical services (EMS) response time to an arrest account for the survival differences between EMS-witnessed and bystander-witnessed out of hospital cardiac arrest? Resusc Plus 2024;19:100696. [PMID: 39035408 PMCID: PMC11259960 DOI: 10.1016/j.resplu.2024.100696] [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: 04/08/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 07/23/2024]  Open
7
Matta A, Philippe J, Nader V, Levai L, Moussallem N, Kazzi AA, Ohlmann P. Predictors and rate of survival after Out-of-Hospital Cardiac Arrest. Curr Probl Cardiol 2024;49:102719. [PMID: 38908728 DOI: 10.1016/j.cpcardiol.2024.102719] [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: 06/11/2024] [Accepted: 06/19/2024] [Indexed: 06/24/2024]
8
Ning Y, Li S, Ng YY, Chia MYC, Gan HN, Tiah L, Mao DR, Ng WM, Leong BSH, Doctor N, Ong MEH, Liu N. Variable importance analysis with interpretable machine learning for fair risk prediction. PLOS DIGITAL HEALTH 2024;3:e0000542. [PMID: 38995879 PMCID: PMC11244764 DOI: 10.1371/journal.pdig.0000542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 06/01/2024] [Indexed: 07/14/2024]
9
Grubic N, Hill B, Allan KS, Maximova K, Banack HR, Del Rios M, Johri AM. Mediators of the Association Between Socioeconomic Status and Survival After Out-of-Hospital Cardiac Arrest: A Systematic Review. Can J Cardiol 2024;40:1088-1101. [PMID: 38211888 DOI: 10.1016/j.cjca.2024.01.002] [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: 11/01/2023] [Revised: 12/21/2023] [Accepted: 01/01/2024] [Indexed: 01/13/2024]  Open
10
Meilandt C, Qvortrup M, Bøtker MT, Folke F, Borup L, Christensen HC, Milling L, Lauridsen KG, Løfgren B. Association Between Defibrillation Using LIFEPAK 15 or ZOLL X Series and Survival Outcomes in Out-of-Hospital Cardiac Arrest: A Nationwide Cohort Study. J Am Heart Assoc 2024;13:e033913. [PMID: 38533945 PMCID: PMC11179748 DOI: 10.1161/jaha.123.033913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 03/05/2024] [Indexed: 03/28/2024]
11
Tanaka C, Tagami T, Nakayama F, Kuno M, Kitamura N, Yasunaga H, Aso S, Takeda M, Unemoto K. Changes Over 7 Years in Temperature Control Treatment and Outcomes After Out-of-Hospital Cardiac Arrest: A Japanese, Multicenter Cohort Study. Ther Hypothermia Temp Manag 2024. [PMID: 38386985 DOI: 10.1089/ther.2023.0087] [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: 02/24/2024]  Open
12
Tanaka C, Tagami T, Kaneko J, Kitamura N, Yasunaga H, Aso S, Takeda M, Kuno M. Impact of the COVID-19 pandemic on prehospital and in-hospital treatment and outcomes of patients after out-of-hospital cardiac arrest: a Japanese multicenter cohort study. BMC Emerg Med 2024;24:12. [PMID: 38191311 PMCID: PMC10775511 DOI: 10.1186/s12873-024-00929-8] [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: 08/12/2023] [Accepted: 01/02/2024] [Indexed: 01/10/2024]  Open
13
Piliuk K, Tomforde S. Artificial intelligence in emergency medicine. A systematic literature review. Int J Med Inform 2023;180:105274. [PMID: 37944275 DOI: 10.1016/j.ijmedinf.2023.105274] [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: 07/25/2023] [Revised: 10/21/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023]
14
Toy J, Bosson N, Schlesinger S, Gausche-Hill M, Stratton S. Artificial intelligence to support out-of-hospital cardiac arrest care: A scoping review. Resusc Plus 2023;16:100491. [PMID: 37965243 PMCID: PMC10641545 DOI: 10.1016/j.resplu.2023.100491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/23/2023] [Accepted: 10/11/2023] [Indexed: 11/16/2023]  Open
15
Lindqvist E, Hollenberg J, Ringh M, Nordberg P, Forsberg S. Out-of-hospital cardiac arrest caused by poisoning - a Swedish nationwide study over 15 years. Resuscitation 2023;193:110012. [PMID: 39491087 DOI: 10.1016/j.resuscitation.2023.110012] [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: 08/24/2023] [Revised: 09/28/2023] [Accepted: 10/15/2023] [Indexed: 11/05/2024]
16
Shinada K, Matsuoka A, Koami H, Sakamoto Y. Bayesian network predicted variables for good neurological outcomes in patients with out-of-hospital cardiac arrest. PLoS One 2023;18:e0291258. [PMID: 37768915 PMCID: PMC10538776 DOI: 10.1371/journal.pone.0291258] [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: 02/06/2023] [Accepted: 08/24/2023] [Indexed: 09/30/2023]  Open
17
Kawai Y, Yamamoto K, Miyazaki K, Asai H, Fukushima H. Machine learning-based analysis of regional differences in out-of-hospital cardiopulmonary arrest outcomes and resuscitation interventions in Japan. Sci Rep 2023;13:15884. [PMID: 37741881 PMCID: PMC10518013 DOI: 10.1038/s41598-023-43210-x] [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: 05/13/2023] [Accepted: 09/21/2023] [Indexed: 09/25/2023]  Open
18
Patel H, Mahtani AU, Mehta LS, Kalra A, Prabhakaran D, Yadav R, Naik N, Tamirisa KP. Outcomes of out of hospital sudden cardiac arrest in India: A review and proposed reforms. Indian Heart J 2023;75:321-326. [PMID: 37657626 PMCID: PMC10568059 DOI: 10.1016/j.ihj.2023.08.005] [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: 04/11/2023] [Revised: 08/19/2023] [Accepted: 08/29/2023] [Indexed: 09/03/2023]  Open
19
Schultz BV, Rolley A, Doan TN, Bodnar D, Isoardi K. Epidemiology and survival outcomes of out-of-hospital cardiac arrest following volatile substance use in Queensland, Australia. Clin Toxicol (Phila) 2023;61:649-655. [PMID: 37988117 DOI: 10.1080/15563650.2023.2267172] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 10/01/2023] [Indexed: 11/22/2023]
20
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: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/24/2023]  Open
21
Ziapour A, Hatami Garosi V, Tamri Y, Ghazvineh S, Azizi A. Investigating the outcomes of cardiopulmonary resuscitation and factors affecting it: A cross-sectional study at Dr. Moaven Hospital, Sahneh City from 2014 to 2021. Health Sci Rep 2023;6:e1493. [PMID: 37599656 PMCID: PMC10435728 DOI: 10.1002/hsr2.1493] [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: 04/29/2023] [Revised: 07/16/2023] [Accepted: 08/01/2023] [Indexed: 08/22/2023]  Open
22
Jensen TW, Ersbøll AK, Folke F, Andersen MP, Blomberg SN, Holgersen MG, Andersen LB, Lippert F, Torp-Pedersen C, Christensen HC. Geographical Association Between Basic Life Support Courses and Bystander Cardiopulmonary Resuscitation and Survival from OHCA in Denmark. Open Access Emerg Med 2023;15:241-252. [PMID: 37342237 PMCID: PMC10278866 DOI: 10.2147/oaem.s405397] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 05/20/2023] [Indexed: 06/22/2023]  Open
23
Masoumian Hosseini M, Masoumian Hosseini ST, Qayumi K, Ahmady S, Koohestani HR. The Aspects of Running Artificial Intelligence in Emergency Care; a Scoping Review. ARCHIVES OF ACADEMIC EMERGENCY MEDICINE 2023;11:e38. [PMID: 37215232 PMCID: PMC10197918 DOI: 10.22037/aaem.v11i1.1974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
24
Wang H, Ng QX, Arulanandam S, Tan C, Ong MEH, Feng M. Building a Machine Learning-based Ambulance Dispatch Triage Model for Emergency Medical Services. HEALTH DATA SCIENCE 2023;3:0008. [PMID: 38487206 PMCID: PMC10880163 DOI: 10.34133/hds.0008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 02/05/2023] [Indexed: 03/17/2024]
25
Viderman D, Abdildin YG, Batkuldinova K, Badenes R, Bilotta F. Artificial Intelligence in Resuscitation: A Scoping Review. J Clin Med 2023;12:jcm12062254. [PMID: 36983255 PMCID: PMC10054374 DOI: 10.3390/jcm12062254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/17/2023] [Accepted: 03/09/2023] [Indexed: 03/17/2023]  Open
26
Jensen TW, Ersbøll AK, Folke F, Wolthers SA, Andersen MP, Blomberg SN, Andersen LB, Lippert F, Torp-Pedersen C, Christensen HC. Training in Basic Life Support and Bystander-Performed Cardiopulmonary Resuscitation and Survival in Out-of-Hospital Cardiac Arrests in Denmark, 2005 to 2019. JAMA Netw Open 2023;6:e233338. [PMID: 36929397 PMCID: PMC10020888 DOI: 10.1001/jamanetworkopen.2023.3338] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]  Open
27
Gamberini L, Del Giudice D, Saltalamacchia S, Taylor B, Sala I, Allegri D, Pastori A, Coniglio C, Gordini G, Semeraro F. Factors associated with the arrival of smartphone-activated first responders before the emergency medical services in Out-of-Hospital cardiac arrest dispatch. Resuscitation 2023;185:109746. [PMID: 36822460 DOI: 10.1016/j.resuscitation.2023.109746] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 02/10/2023] [Accepted: 02/14/2023] [Indexed: 02/23/2023]
28
Lakbar I, Ippolito M, Nassiri A, Delamarre L, Tadger P, Leone M, Einav S. Sex and out-of-hospital cardiac arrest survival: a systematic review. Ann Intensive Care 2022;12:114. [PMID: 36534195 PMCID: PMC9763524 DOI: 10.1186/s13613-022-01091-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022]  Open
29
Darginavicius L, Kajokaite I, Mikelionis N, Vencloviene J, Dobozinskas P, Vaitkaitiene E, Vaitkaitis D, Krikscionaitiene A. Short- and long-term survival after out-of-hospital cardiac arrest in Kaunas (Lithuania) from 2016 to 2018. BMC Cardiovasc Disord 2022;22:519. [PMID: 36460967 PMCID: PMC9719236 DOI: 10.1186/s12872-022-02964-4] [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: 12/01/2021] [Accepted: 11/19/2022] [Indexed: 12/05/2022]  Open
30
Visual assessment of interactions among resuscitation activity factors in out-of-hospital cardiopulmonary arrest using a machine learning model. PLoS One 2022;17:e0273787. [PMID: 36067174 PMCID: PMC9447882 DOI: 10.1371/journal.pone.0273787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 08/15/2022] [Indexed: 11/19/2022]  Open
31
Awad EM, Humphries KH, Grunau BE, Norris CM, Christenson JM. Predictors of neurological outcome after out-of-hospital cardiac arrest: sex-based analysis: do males derive greater benefit from hypothermia management than females? Int J Emerg Med 2022;15:43. [PMID: 36064329 PMCID: PMC9442968 DOI: 10.1186/s12245-022-00447-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 08/19/2022] [Indexed: 11/23/2022]  Open
32
Jerkeman M, Sultanian P, Lundgren P, Nielsen N, Helleryd E, Dworeck C, Omerovic E, Nordberg P, Rosengren A, Hollenberg J, Claesson A, Aune S, Strömsöe A, Ravn-Fischer A, Friberg H, Herlitz J, Rawshani A. Trends in survival after cardiac arrest: a Swedish nationwide study over 30 years. Eur Heart J 2022;43:4817-4829. [PMID: 35924401 PMCID: PMC9726448 DOI: 10.1093/eurheartj/ehac414] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 07/06/2022] [Accepted: 07/14/2022] [Indexed: 01/12/2023]  Open
33
Paulin J, Reunamo A, Kurola J, Moen H, Salanterä S, Riihimäki H, Vesanen T, Koivisto M, Iirola T. Using machine learning to predict subsequent events after EMS non-conveyance decisions. BMC Med Inform Decis Mak 2022;22:166. [PMID: 35739501 PMCID: PMC9229877 DOI: 10.1186/s12911-022-01901-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 06/11/2022] [Indexed: 12/03/2022]  Open
34
Harris M, Crowe RP, Anders J, D'Acunto S, Adelgais KM, Fishe JN. Identification of factors associated with return of spontaneous circulation after pediatric out-of-hospital cardiac arrest using natural language processing. PREHOSP EMERG CARE 2022:1-8. [PMID: 35510881 DOI: 10.1080/10903127.2022.2074180] [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: 10/18/2022]
35
Schultz BV, Rolley MEpi A, Doan TN, Isoardi K. Epidemiology of out-of-hospital cardiac arrests that occur secondary to chemical asphyxiants: a retrospective series. Resuscitation 2022;175:113-119. [DOI: 10.1016/j.resuscitation.2022.03.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 03/01/2022] [Accepted: 03/16/2022] [Indexed: 10/18/2022]
36
Byrsell F, Claesson A, Jonsson M, Ringh M, Svensson L, Nordberg P, Forsberg S, Hollenberg J, Nord A. Swedish dispatchers’ compliance with the American Heart Association performance goals for dispatch-assisted cardiopulmonary resuscitation and its association with survival in out-of-hospital cardiac arrest: A retrospective study. Resusc Plus 2022;9:100190. [PMID: 35535343 PMCID: PMC9076962 DOI: 10.1016/j.resplu.2021.100190] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 11/30/2021] [Accepted: 11/30/2021] [Indexed: 11/30/2022]  Open
37
Desai MD, Tootooni MS, Bobay KL. Can Prehospital Data Improve Early Identification of Sepsis in Emergency Department? An Integrative Review of Machine Learning Approaches. Appl Clin Inform 2022;13:189-202. [PMID: 35108741 PMCID: PMC8810268 DOI: 10.1055/s-0042-1742369] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]  Open
38
Harford S, Del Rios M, Heinert S, Weber J, Markul E, Tataris K, Campbell T, Vanden Hoek T, Darabi H. A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow. BMC Med Inform Decis Mak 2022;22:21. [PMID: 35078470 PMCID: PMC8787933 DOI: 10.1186/s12911-021-01730-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 12/08/2021] [Indexed: 01/21/2023]  Open
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Wong XY, Ang YK, Li K, Chin YH, Lam SSW, Tan KBK, Chua MCH, Ong MEH, Liu N, Pourghaderi AR, Ho AFW. Development and validation of the SARICA score to predict survival after return of spontaneous circulation in out of hospital cardiac arrest using an interpretable machine learning framework. Resuscitation 2021;170:126-133. [PMID: 34843878 DOI: 10.1016/j.resuscitation.2021.11.029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 01/17/2023]
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Elbaz-Greener G, Carasso S, Maor E, Gallimidi L, Yarkoni M, Wijeysundera HC, Abend Y, Dagan Y, Lerman A, Amir O. Clinical Predictors of Mortality in Prehospital Distress Calls by Emergency Medical Service Subscribers. J Clin Med 2021;10:jcm10225355. [PMID: 34830638 PMCID: PMC8624120 DOI: 10.3390/jcm10225355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 11/02/2021] [Accepted: 11/15/2021] [Indexed: 11/16/2022]  Open
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Petch J, Di S, Nelson W. Opening the black box: the promise and limitations of explainable machine learning in cardiology. Can J Cardiol 2021;38:204-213. [PMID: 34534619 DOI: 10.1016/j.cjca.2021.09.004] [Citation(s) in RCA: 145] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/23/2021] [Accepted: 09/08/2021] [Indexed: 11/29/2022]  Open
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Lim D, Park SY, Choi B, Kim SH, Ryu JH, Kim YH, Sung AJ, Bae BK, Kim HB. The Comparison of Emergency Medical Service Responses to and Outcomes of Out-of-hospital Cardiac Arrest before and during the COVID-19 Pandemic in an Area of Korea. J Korean Med Sci 2021;36:e255. [PMID: 34519188 PMCID: PMC8438185 DOI: 10.3346/jkms.2021.36.e255] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 08/29/2021] [Indexed: 12/20/2022]  Open
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Awad EM, Humphries KH, Grunau BE, Christenson JM. Premenopausal-aged females have no neurological outcome advantage after out-of-hospital cardiac arrest: A multilevel analysis of North American populations. Resuscitation 2021;166:58-65. [PMID: 34271125 DOI: 10.1016/j.resuscitation.2021.06.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 05/14/2021] [Accepted: 06/20/2021] [Indexed: 11/28/2022]
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Olasveengen TM, Semeraro F, Ristagno G, Castren M, Handley A, Kuzovlev A, Monsieurs KG, Raffay V, Smyth M, Soar J, Svavarsdóttir H, Perkins GD. [Basic life support]. Notf Rett Med 2021;24:386-405. [PMID: 34093079 PMCID: PMC8170637 DOI: 10.1007/s10049-021-00885-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/19/2021] [Indexed: 12/13/2022]
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Olasveengen TM, Semeraro F, Ristagno G, Castren M, Handley A, Kuzovlev A, Monsieurs KG, Raffay V, Smyth M, Soar J, Svavarsdottir H, Perkins GD. European Resuscitation Council Guidelines 2021: Basic Life Support. Resuscitation 2021;161:98-114. [PMID: 33773835 DOI: 10.1016/j.resuscitation.2021.02.009] [Citation(s) in RCA: 291] [Impact Index Per Article: 72.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
46
Seo DW, Yi H, Bae HJ, Kim YJ, Sohn CH, Ahn S, Lim KS, Kim N, Kim WY. Prediction of Neurologically Intact Survival in Cardiac Arrest Patients without Pre-Hospital Return of Spontaneous Circulation: Machine Learning Approach. J Clin Med 2021;10:jcm10051089. [PMID: 33807882 PMCID: PMC7961400 DOI: 10.3390/jcm10051089] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 02/28/2021] [Accepted: 03/01/2021] [Indexed: 01/03/2023]  Open
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Bylow H, Rawshani A, Claesson A, Lepp M, Herlitz J. Characteristics and outcome after out-of-hospital cardiac arrest with the emphasis on workplaces: an observational study from the Swedish Registry of Cardiopulmonary Resuscitation. Resusc Plus 2021;5:100090. [PMID: 34223355 PMCID: PMC8244450 DOI: 10.1016/j.resplu.2021.100090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 12/17/2020] [Accepted: 01/25/2021] [Indexed: 11/19/2022]  Open
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Tamminen J, Kallonen A, Hoppu S, Kalliomäki J. Machine learning model predicts short-term mortality among prehospital patients: A prospective development study from Finland. Resusc Plus 2021;5:100089. [PMID: 34223354 PMCID: PMC8244527 DOI: 10.1016/j.resplu.2021.100089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 01/18/2021] [Accepted: 01/20/2021] [Indexed: 10/31/2022]  Open
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Tang KJW, Ang CKE, Constantinides T, Rajinikanth V, Acharya UR, Cheong KH. Artificial Intelligence and Machine Learning in Emergency Medicine. Biocybern Biomed Eng 2021. [DOI: 10.1016/j.bbe.2020.12.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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