Research map: Critically ill COVID-19 phenotypes identified by unsupervised clustering: A multicenter retrospective ICU study

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  1. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China · Chaolin Huang · 2020 · 52006 citations · Cited by this paper
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  14. A New Simplified Acute Physiology Score (SAPS II) Based on a European/North American Multicenter Study · Jean‐Roger Le Gall · 1993 · 6199 citations · Cited by this paper
  15. Extrapulmonary manifestations of COVID-19 · Aakriti Gupta · 2020 · 3336 citations · Cited by this paper
  16. An inflammatory cytokine signature predicts COVID-19 severity and survival · Diane Marie Del Valle · 2020 · 2789 citations · Cited by this paper
  17. COVID-19 pneumonia: different respiratory treatments for different phenotypes? · Luciano Gattinoni · 2020 · 1954 citations · Cited by this paper
  18. Baricitinib plus Remdesivir for Hospitalized Adults with Covid-19 · André C. Kalil · 2020 · 1944 citations · Cited by this paper
  19. Deep immune profiling of COVID-19 patients reveals distinct immunotypes with therapeutic implications · Divij Mathew · 2020 · 1670 citations · Cited by this paper
  20. Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials · Carolyn S. Calfee · 2014 · 1601 citations · Cited by this paper
  21. missMDA : A Package for Handling Missing Values in Multivariate Data Analysis · Julie Josse · 2016 · 1441 citations · Cited by this paper
  22. Clinical characteristics and day-90 outcomes of 4244 critically ill adults with COVID-19: a prospective cohort study · COVID-ICU Group on behalf of the REVA Network and the COVID-ICU Investigators · 2020 · 1002 citations · Cited by this paper
  23. Evidence‐Based Medicine, Heterogeneity of Treatment Effects, and the Trouble with Averages · Richard L. Kravitz · 2004 · 624 citations · Cited by this paper
  24. A guide to immunotherapy for COVID-19 · Frank L. van de Veerdonk · 2022 · 340 citations · Cited by this paper
  25. Latent Class Analysis Reveals COVID-19–related Acute Respiratory Distress Syndrome Subgroups with Differential Responses to Corticosteroids · Pratik Sinha · 2021 · 308 citations · Cited by this paper
  26. Long-term (180-Day) Outcomes in Critically Ill Patients With COVID-19 in the REMAP-CAP Randomized Clinical Trial · Simin Aysel Florescu · 2022 · 140 citations · Cited by this paper
  27. Clinical phenotypes of critically ill COVID-19 patients · Élie Azoulay · 2020 · 77 citations · Cited by this paper
  28. Effect of highversuslow dose of dexamethasone on clinical worsening in patients hospitalised with moderate or severe COVID-19 pneumonia: an open-label, randomised clinical trial · Manuel Taboada · 2021 · 73 citations · Cited by this paper
  29. Coronavirus disease 2019 subphenotypes and differential treatment response to convalescent plasma in critically ill adults: secondary analyses of a randomized clinical trial · Matthew Fish · 2022 · 28 citations · Cited by this paper
  30. Immune Signature Linked to COVID-19 Severity: A SARS-Score for Personalized Medicine · Jules Russick · 2021 · 7 citations · Cited by this paper
  31. Subphenotypes in acute respiratory distress syndrome: A scoping review across clinical, biological, computational, imaging, omics, and artificial intelligence approaches · Javier Muñoz · 2026 · 3 citations · Cited by this paper
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