1. Gräsner JT, Herlitz J, Tjelmeland IBM, et al. European Resuscitation Council
Guidelines 2021: Epidemiology of cardiac arrest in Europe. Resuscitation.
Ireland: © 2021. Published by Elsevier B.V.; 2021: 61–79.
Okada et al. Critical Care
(2023) 27:351
2. Lim SL, Smith K, Dyson K, et al. Incidence and outcomes of out-of-hospital cardiac arrest in Singapore and Victoria: a collaborative study. j Am
Heart Assoc. 2020;9(21):e015981.
3. White AE PJ, Pek PP, Shahidah N, Ng YY, Yap S, Ong MEH. Singapore
Out-of-Hospital Cardiac Arrest Registry Report 2011–2018.: Republic of
Singapore. Unit for Prehospital Emergency Care.
4. Fire and Disaster Management Agency of the Ministry of Internal Affairs
and Communications website. http://www.fdma.go.jp/neuter/topics/
fieldList9_3.html (accessed 7, June 2018)
5. Ong MEH, Perkins GD, Cariou A. Out-of-hospital cardiac arrest: prehospital
management. Lancet. 2018;391(10124):980–8.
6. Perkins GD, Graesner JT, Semeraro F, et al. European Resuscitation Council
Guidelines 2021: executive summary. Resuscitation. 2021;161:1–60.
7. Nolan JP, Sandroni C, Böttiger BW, et al. European Resuscitation Council
and European Society of Intensive Care Medicine guidelines 2021: postresuscitation care. Intensive Care Med. 2021;47(4):369–421.
8. Richardson ASC, Tonna JE, Nanjayya V, et al. Extracorporeal cardiopulmonary resuscitation in adults. Interim guideline consensus statement from
the extracorporeal life support organization. Asaio j. 2021;67(3):221–8.
9. Gregers E, Kjærgaard J, Lippert F, et al. Refractory out-of-hospital cardiac
arrest with ongoing cardiopulmonary resuscitation at hospital arrival –
survival and neurological outcome without extracorporeal cardiopulmonary resuscitation. Crit Care. 2018;22(1):242.
10. Inoue A, Hifumi T, Sakamoto T, Kuroda Y. Extracorporeal cardiopulmonary
resuscitation for out-of-hospital cardiac arrest in adult patients. J Am
Heart Assoc. 2020;9(7):e015291.
11. Abrams D, MacLaren G, Lorusso R, et al. Extracorporeal cardiopulmonary
resuscitation in adults: evidence and implications. Intensive Care Med.
2022;48(1):1–15.
12. Yannopoulos D, Bartos J, Raveendran G, et al. Advanced reperfusion
strategies for patients with out-of-hospital cardiac arrest and refractory
ventricular fibrillation (ARREST): a phase 2, single centre, open-label,
randomised controlled trial. Lancet. 2020;396(10265):1807–16.
13. Sakamoto T, Asai Y, Nagao K, et al. Multicenter non-randomized prospective cohort study of extracorporeal cardiopulmonary resuscitation
for out-of hospital cardiac arrest: Study of Advanced Life Support for
Ventricular Fibrillation with Extracorporeal Circulation in Japan (SAVE-J).
Am Heart Assoc; 2011
14. Okada Y, Kiguchi T, Irisawa T, et al. Development and validation of a
clinical score to predict neurological outcomes in patients with outof-hospital cardiac arrest treated with extracorporeal cardiopulmonary
resuscitation. JAMA Netw Open. 2020;3(11):e2022920.
15. Okada Y, Irisawa T, Yamada T, et al. Clinical outcomes among out-of-hospital cardiac arrest patients treated by extracorporeal cardiopulmonary
resuscitation: The CRITICAL study in Osaka. Resuscitation. Ireland: © 2022
Elsevier B.V; 2022.
16. Makino Y, Okada Y, Irisawa T, et al. External validation of the TiPS65 score
for predicting good neurological outcomes in patients with out-ofhospital cardiac arrest treated with extracorporeal cardiopulmonary
resuscitation. Resuscitation. 2023;182: 109652.
17. Kitamura T, Iwami T, Atsumi T, et al. The profile of Japanese Association
for Acute Medicine - out-of-hospital cardiac arrest registry in 2014–2015.
Acute Med Surg. 2018;5(3):249–58.
18. Irisawa T, Matsuyama T, Iwami T, et al. The effect of different target
temperatures in targeted temperature management on neurologically
favorable outcome after out-of-hospital cardiac arrest: A nationwide
multicenter observational study in Japan (the JAAM-OHCA registry).
Resuscitation. Ireland: 2018 Elsevier B.V; 2018: 82–7.
19. Ong ME, Shin SD, Tanaka H, et al. Pan-Asian Resuscitation Outcomes
Study (PAROS): rationale, methodology, and implementation. Acad
Emerg Med. 2011;18(8):890–7.
20. Doctor NE, Ahmad NS, Pek PP, Yap S, Ong ME. The Pan-Asian resuscitation
outcomes study (PAROS) clinical research network: what, where, why and
how. Singapore Med J. 2017;58(7):456–8.
21. Yamada T, Kitamura T, Hayakawa K, et al. Rationale, design, and profile of
Comprehensive Registry of In-Hospital Intensive Care for OHCA Survival
(CRITICAL) study in Osaka. Japan J Intensive Care. 2016;4:10.
22. Inoue A, Hifumi T, Sakamoto T, et al. Extracorporeal cardiopulmonary
resuscitation in adult patients with out-of-hospital cardiac arrest:
a retrospective large cohort multicenter study in Japan. Crit Care.
2022;26(1):129.
Page 11 of 12
23. Hifumi T, Inoue A, Takiguchi T, et al. Variability of extracorporeal cardiopulmonary resuscitation practice in patients with out-of-hospital cardiac
arrest from the emergency department to intensive care unit in Japan.
Acute Medicine & Surgery. 2021;8(1):e647.
24. Okada Y, Kiguchi T, Irisawa T, et al. Association between low pH and
unfavorable neurological outcome among out-of-hospital cardiac arrest
patients treated by extracorporeal CPR: a prospective observational
cohort study in Japan. J Intensive Care. 2020;8(1):34.
25. Cummins RO, Chamberlain DA, Abramson NS, et al. Recommended
guidelines for uniform reporting of data from out-of-hospital cardiac
arrest: the Utstein Style. A statement for health professionals from a task
force of the American Heart Association, the European Resuscitation
Council, the Heart and Stroke Foundation of Canada, and the Australian
Resuscitation Council. Circulation. 1991;84(2):960–75.
26. Ong MEH, Do Shin S, De Souza NNA, et al. Outcomes for out-of-hospital
cardiac arrests across 7 countries in Asia: the pan Asian resuscitation
outcomes study (PAROS). Resuscitation. 2015;96:100–8.
27. Stekhoven DJ, Bühlmann P. MissForest—non-parametric missing value
imputation for mixed-type data. Bioinformatics. 2012;28(1):112–8.
28. Shahian DM, Normand SLT. Comparison of “risk-adjusted” hospital outcomes. Circulation. 2008;117(15):1955–63.
29. Nicholl J, Jacques RM, Campbell MJ. Direct risk standardisation: a new
method for comparing casemix adjusted event rates using complex
models. BMC Med Res Methodol. 2013;13(1):133.
30. Hackl P. Alex Bottle, Paul Aylin: Statistical methods for healthcare performance monitoring. Stat Pap. 2017;58(1):279–80.
31. König S, Pellissier V, Leiner J, et al. Expected and observed in-hospital
mortality in heart failure patients before and during the COVID-19
pandemic: Introduction of the machine learning-based standardized
mortality ratio at Helios hospitals. Clin Cardiol. 2022;45(1):75–82.
32. Braun D, Braun E, Chiu V, et al. Trends in neonatal intensive care unit
utilization in a large integrated health care system. JAMA Netw Open.
2020;3(6):e205239.
33. Parmar A, Katariya R, Patel V. A Review on Random Forest: An Ensemble
Classifier. In: Hemanth J, Fernando X, Lafata P, Baig Z, editors. International Conference on Intelligent Data Communication Technologies and
Internet of Things (ICICI) 2018; 2019 2019//. Cham: Springer International
Publishing; 2019. p. 758–63.
34. Kandori K, Okada Y, Okada A, et al. Association between cardiac rhythm
conversion and neurological outcome among cardiac arrest patients
with initial shockable rhythm: a nationwide prospective study in Japan.
Eur Heart J Acute Cardiovasc Care. 2021;10(2):119–26.
35. Matsuoka Y, Ikenoue T, Hata N, et al. Hospitals’ extracorporeal cardiopulmonary resuscitation capabilities and outcomes in out-of-hospital
cardiac arrest: A population-based study. Resuscitation. 2019;136:85–92.
36. Yannopoulos D, Bartos J, Raveendran G, et al. Advanced reperfusion
strategies for patients with out-of-hospital cardiac arrest and refractory
ventricular fibrillation (ARREST): a phase 2, single centre, open-label,
randomised controlled trial. The Lancet. 2020;396(10265):1807–16.
37. Suverein MM, Delnoij TSR, Lorusso R, et al. Early extracorporeal
CPR for refractory out-of-hospital cardiac arrest. N Engl J Med.
2023;388(4):299–309.
38. Matsuyama T, Irisawa T, Yamada T, et al. Impact of low-flow duration on
favorable neurological outcomes of extracorporeal cardiopulmonary
resuscitation after out-of-hospital cardiac arrest: a multicenter prospective study. Circulation. 2020;141(12):1031–3.
39. Okada Y, Kiguchi T, Irisawa T, et al. Development and validation of a
clinical score to predict neurological outcomes in patients with outof-hospital cardiac arrest treated with extracorporeal cardiopulmonary
resuscitation. JAMA Netw Open. 2020;3(11): e2022920.
40. Okada Y, Kiguchi T, Irisawa T, et al. Association between low pH and
unfavorable neurological outcome among out-of-hospital cardiac arrest
patients treated by extracorporeal CPR: a prospective observational
cohort study in Japan. J Intensive Care. 2020;8:34.
41. Okada Y, Komukai S, Kitamura T, et al. Clinical phenotyping of out-of-hospital cardiac arrest patients with shockable rhythm - machine learningbased unsupervised cluster analysis. Circ J. 2022;86(4):668–76.
42. Schmitzberger FF, Haas NL, Coute RA, et al. ECPR2: expert consensus on
PeRutaneous cannulation for extracorporeal cardiopulmonary resuscitation. Resuscitation. 2022;179:214–20.
Okada et al. Critical Care
(2023) 27:351
43. Read AC, Morgan S, Reynolds C, et al. The effect of a structured ECPR protocol aided by specific simulation training in a quaternary ECMO centre: a
retrospective pre-post study. Resusc Plus. 2022;10:100234.
44. Grunau B, Carrier S, Bashir J, et al. A comprehensive regional clinical
and educational ECPR protocol decreases time to ECMO in patients
with refractory out-of-hospital cardiac arrest. Can J Emerg Med.
2017;19(6):424–33.
45. Gottula AL, Shaw CR, Gorder KL, et al. Eligibility of out-of-hospital cardiac
arrest patients for extracorporeal cardiopulmonary resuscitation in the
united states: a geographic information system model. Resuscitation.
2022;180:111–20.
46. Addison D, Cheng E, Forrest P, Livingstone A, Morton RL, Dennis M.
Cost-effectiveness of extracorporeal cardiopulmonary resuscitation for
adult out-of-hospital cardiac arrest: a systematic review. Resuscitation.
2022;178:19–25.
47. Matsuoka Y, Goto R, Atsumi T, et al. Cost-effectiveness of extracorporeal
cardiopulmonary resuscitation for out-of-hospital cardiac arrest: a multicentre prospective cohort study. Resuscitation. 2020;157:32–8.
48. Reich MR, Shibuya K. The future of Japan’s health system-sustaining good
health with equity at low cost. N Engl J Med. 2015;373(19):1793–7.
49. Wei Y, Pek PP, Doble B, et al. Strategies to improve survival outcomes of
out-of-hospital cardiac arrest (OHCA) given a fixed budget: a simulation
study. Resuscitation. 2020;149:39–46.
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