TY - JOUR AU - Rivers, E. AU - Nguyen, B. AU - Havstad, S. AU - Ressler, J. AU - Muzzin, A. AU - Knoblich, B. PY - 2001 DA - 2001// TI - Early goal-directed therapy in the treatment of severe sepsis and septic shock JO - N Engl J Med VL - 345 UR - https://doi.org/10.1056/NEJMoa010307 DO - 10.1056/NEJMoa010307 ID - Rivers2001 ER - TY - JOUR AU - Peake, S. L. AU - Delaney, A. AU - Bailey, M. AU - Bellomo, R. PY - 2014 DA - 2014// TI - Goal-directed resuscitation for patients with early septic shock JO - N Engl J Med VL - 371 UR - https://doi.org/10.1056/NEJMoa1404380 DO - 10.1056/NEJMoa1404380 ID - Peake2014 ER - TY - JOUR AU - Uchida, M. AU - Abe, T. AU - Ono, K. AU - Tamiya, N. PY - 2018 DA - 2018// TI - Ulinastatin did not reduce mortality in elderly multiple organ failure patients: a retrospective observational study in a single center ICU JO - Acute Med Surg. VL - 5 UR - https://doi.org/10.1002/ams2.304 DO - 10.1002/ams2.304 ID - Uchida2018 ER - TY - JOUR AU - Zhang, Z. AU - Chen, L. AU - Ni, H. PY - 2015 DA - 2015// TI - The effectiveness of Corticosteroids on mortality in patients with acute respiratory distress syndrome or acute lung injury: a secondary analysis JO - Sci Rep VL - 5 UR - https://doi.org/10.1038/srep17654 DO - 10.1038/srep17654 ID - Zhang2015 ER - TY - JOUR AU - Annane, D. AU - Renault, A. AU - Brun-Buisson, C. AU - Megarbane, B. AU - Quenot, J. -. P. AU - Siami, S. PY - 2018 DA - 2018// TI - Hydrocortisone plus Fludrocortisone for Adults with Septic Shock JO - N Engl J Med. VL - 378 UR - https://doi.org/10.1056/NEJMoa1705716 DO - 10.1056/NEJMoa1705716 ID - Annane2018 ER - TY - JOUR AU - Marik, P. E. AU - Linde-Zwirble, W. T. AU - Bittner, E. A. AU - Sahatjian, J. AU - Hansell, D. PY - 2017 DA - 2017// TI - Fluid administration in severe sepsis and septic shock, patterns and outcomes: an analysis of a large national database JO - Intensive Care Med. VL - 43 UR - https://doi.org/10.1007/s00134-016-4675-y DO - 10.1007/s00134-016-4675-y ID - Marik2017 ER - TY - JOUR AU - László, I. AU - Trásy, D. AU - Molnar, Z. AU - Fazakas, J. PY - 2015 DA - 2015// TI - Sepsis: From Pathophysiology to Individualized Patient Care JO - J Immunol Res Hindawi VL - 2015 ID - László2015 ER - TY - JOUR AU - Calfee, C. S. AU - Delucchi, K. AU - Parsons, P. E. AU - Thompson, B. T. AU - Ware, L. B. AU - Matthay, M. A. PY - 2014 DA - 2014// TI - Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials JO - Lancet Respir Med. VL - 2 UR - https://doi.org/10.1016/S2213-2600(14)70097-9 DO - 10.1016/S2213-2600(14)70097-9 ID - Calfee2014 ER - TY - JOUR AU - Seymour, C. W. AU - Gomez, H. AU - Chang, C. -. C. H. AU - Clermont, G. AU - Kellum, J. A. AU - Kennedy, J. PY - 2017 DA - 2017// TI - Precision medicine for all? Challenges and opportunities for a precision medicine approach to critical illness JO - Crit Care VL - 21 UR - https://doi.org/10.1186/s13054-017-1836-5 DO - 10.1186/s13054-017-1836-5 ID - Seymour2017 ER - TY - JOUR AU - Jozwiak, M. AU - Hamzaoui, O. AU - Monnet, X. AU - Teboul, J. -. L. PY - 2018 DA - 2018// TI - Fluid resuscitation during early sepsis: a need for individualization JO - Minerva Anestesiol. VL - 84 UR - https://doi.org/10.23736/S0375-9393.18.12422-9 DO - 10.23736/S0375-9393.18.12422-9 ID - Jozwiak2018 ER - TY - JOUR AU - Johnson, A. E. W. AU - Pollard, T. J. AU - Shen, L. AU - Lehman, L. -. W. H. AU - Feng, M. AU - Ghassemi, M. PY - 2016 DA - 2016// TI - MIMIC-III, a freely accessible critical care database JO - Sci Data VL - 3 UR - https://doi.org/10.1038/sdata.2016.35 DO - 10.1038/sdata.2016.35 ID - Johnson2016 ER - TY - JOUR AU - Zhang, Z. PY - 2015 DA - 2015// TI - Accessing critical care big data: a step by step approach JO - J Thorac Dis VL - 7 ID - Zhang2015 ER - TY - JOUR AU - Singer, M. AU - Deutschman, C. S. AU - Seymour, C. W. AU - Shankar-Hari, M. AU - Annane, D. AU - Bauer, M. PY - 2016 DA - 2016// TI - The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3) JO - JAMA VL - 315 UR - https://doi.org/10.1001/jama.2016.0287 DO - 10.1001/jama.2016.0287 ID - Singer2016 ER - TY - JOUR AU - Zhang, Z. AU - Hong, Y. PY - 2017 DA - 2017// TI - Development of a novel score for the prediction of hospital mortality in patients with severe sepsis: the use of electronic healthcare records with LASSO regression JO - Oncotarget VL - 8 ID - Zhang2017 ER - TY - JOUR AU - Zhang, Z. AU - Hong, Y. AU - Liu, N. AU - Chen, Y. PY - 2017 DA - 2017// TI - Association of do-not-resuscitate order and survival in patients with severe sepsis and/or septic shock JO - Intensive Care Med. VL - 43 UR - https://doi.org/10.1007/s00134-016-4523-0 DO - 10.1007/s00134-016-4523-0 ID - Zhang2017 ER - TY - JOUR AU - Angus, D. C. AU - Linde-Zwirble, W. T. AU - Lidicker, J. AU - Clermont, G. AU - Carcillo, J. AU - Pinsky, M. R. PY - 2001 DA - 2001// TI - Epidemiology of severe sepsis in the United States: analysis of incidence, outcome, and associated costs of care JO - Crit Care Med VL - 29 UR - https://doi.org/10.1097/00003246-200107000-00002 DO - 10.1097/00003246-200107000-00002 ID - Angus2001 ER - TY - JOUR AU - Zhang, Z. PY - 2016 DA - 2016// TI - Multiple imputation with multivariate imputation by chained equation (MICE) package JO - Ann Transl Med. VL - 4 UR - https://doi.org/10.21037/atm.2016.10.67 DO - 10.21037/atm.2016.10.67 ID - Zhang2016 ER - TY - JOUR AU - Pastor, D. A. AU - Barron, K. E. AU - Miller, B. J. AU - Davis, S. L. PY - 2007 DA - 2007// TI - A latent profile analysis of college students’ achievement goal orientation JO - Contemp Educ Psychol. VL - 32 UR - https://doi.org/10.1016/j.cedpsych.2006.10.003 DO - 10.1016/j.cedpsych.2006.10.003 ID - Pastor2007 ER - TY - BOOK AU - Collins, L. M. AU - Lanza, S. T. PY - 2010 DA - 2010// TI - Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences. Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences PB - Wiley CY - Hoboken ID - Collins2010 ER - TY - JOUR AU - Zhang, Z. h. o. n. g. h. e. n. g. AU - Abarda, A. b. d. a. l. l. a. h. AU - Contractor, A. t. e. k. a. A. AU - Wang, J. u. a. n. AU - Dayton, C. M. i. t. c. h. e. l. l. PY - 2018 DA - 2018// TI - Exploring heterogeneity in clinical trials with latent class analysis JO - Annals of Translational Medicine VL - 6 UR - https://doi.org/10.21037/atm.2018.01.24 DO - 10.21037/atm.2018.01.24 ID - Zhang2018 ER - TY - JOUR AU - Nylund, K. L. AU - Asparouhov, T. AU - Muthén, B. O. PY - 2007 DA - 2007// TI - Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study JO - Struct Equ Modeling VL - 14 UR - https://doi.org/10.1080/10705510701575396 DO - 10.1080/10705510701575396 ID - Nylund2007 ER - TY - JOUR AU - Nasserinejad, K. AU - Rosmalen, J. AU - Kort, W. AU - Lesaffre, E. PY - 2017 DA - 2017// TI - Comparison of Criteria for Choosing the Number of Classes in Bayesian Finite Mixture Models JO - PLoS One VL - 12 UR - https://doi.org/10.1371/journal.pone.0168838 DO - 10.1371/journal.pone.0168838 ID - Nasserinejad2017 ER - TY - JOUR AU - Zhang, Z. h. o. n. g. h. e. n. g. PY - 2016 DA - 2016// TI - Univariate description and bivariate statistical inference: the first step delving into data JO - Annals of Translational Medicine VL - 4 UR - https://doi.org/10.21037/atm.2016.02.11 DO - 10.21037/atm.2016.02.11 ID - Zhang2016 ER - TY - STD TI - Zhang Z, Gayle AA, Wang J, Zhang H, Cardinal-Fernández P. Comparing baseline characteristics between groups: an introduction to the CBCgrps package. Ann Transl Med. 2017;5:484–4. ID - ref24 ER - TY - JOUR AU - Lanza, S. T. AU - Rhoades, B. L. PY - 2013 DA - 2013// TI - Latent class analysis: an alternative perspective on subgroup analysis in prevention and treatment JO - Prev Sci. VL - 14 UR - https://doi.org/10.1007/s11121-011-0201-1 DO - 10.1007/s11121-011-0201-1 ID - Lanza2013 ER - TY - JOUR AU - Andrews, R. L. AU - Currim, I. S. PY - 2003 DA - 2003// TI - A Comparison of Segment Retention Criteria for Finite Mixture Logit Models JO - J Mark Res Am Market Assoc VL - 40 UR - https://doi.org/10.1509/jmkr.40.2.235.19225 DO - 10.1509/jmkr.40.2.235.19225 ID - Andrews2003 ER - TY - JOUR AU - Berlin, K. S. AU - Williams, N. A. AU - Parra, G. R. PY - 2014 DA - 2014// TI - An introduction to latent variable mixture modeling (part 1): overview and cross-sectional latent class and latent profile analyses JO - J Pediatr Psychol VL - 39 UR - https://doi.org/10.1093/jpepsy/jst084 DO - 10.1093/jpepsy/jst084 ID - Berlin2014 ER - TY - JOUR AU - Wong, H. R. AU - Cvijanovich, N. AU - Lin, R. AU - Allen, G. L. AU - Thomas, N. J. AU - Willson, D. F. PY - 2009 DA - 2009// TI - Identification of pediatric septic shock subclasses based on genome-wide expression profiling JO - BMC Med. VL - 7 UR - https://doi.org/10.1186/1741-7015-7-34 DO - 10.1186/1741-7015-7-34 ID - Wong2009 ER - TY - JOUR AU - Wong, H. R. AU - Cvijanovich, N. Z. AU - Allen, G. L. AU - Thomas, N. J. AU - Freishtat, R. J. AU - Anas, N. PY - 2011 DA - 2011// TI - Validation of a gene expression-based subclassification strategy for pediatric septic shock JO - Crit Care Med VL - 39 UR - https://doi.org/10.1097/CCM.0b013e3182257675 DO - 10.1097/CCM.0b013e3182257675 ID - Wong2011 ER - TY - JOUR AU - Severino, P. AU - Silva, E. AU - Baggio-Zappia, G. L. AU - Brunialti, M. K. C. AU - Nucci, L. A. AU - Rigato, O. PY - 2014 DA - 2014// TI - Patterns of gene expression in peripheral blood mononuclear cells and outcomes from patients with sepsis secondary to community acquired pneumonia JO - PLoS One VL - 9 UR - https://doi.org/10.1371/journal.pone.0091886 DO - 10.1371/journal.pone.0091886 ID - Severino2014 ER - TY - JOUR AU - Weiss, S. L. AU - Cvijanovich, N. Z. AU - Allen, G. L. AU - Thomas, N. J. AU - Freishtat, R. J. AU - Anas, N. PY - 2014 DA - 2014// TI - Differential expression of the nuclear-encoded mitochondrial transcriptome in pediatric septic shock JO - Crit Care VL - 18 UR - https://doi.org/10.1186/s13054-014-0623-9 DO - 10.1186/s13054-014-0623-9 ID - Weiss2014 ER - TY - JOUR AU - Sweeney, T. E. AU - Azad, T. D. AU - Donato, M. AU - Haynes, W. A. AU - Perumal, T. M. AU - Henao, R. PY - 2018 DA - 2018// TI - Unsupervised Analysis of Transcriptomics in Bacterial Sepsis Across Multiple Datasets Reveals Three Robust Clusters JO - Crit. Care Med. VL - 46 UR - https://doi.org/10.1097/CCM.0000000000003084 DO - 10.1097/CCM.0000000000003084 ID - Sweeney2018 ER - TY - JOUR AU - Thiery-Antier, N. AU - Binquet, C. AU - Vinault, S. AU - Meziani, F. AU - Boisramé-Helms, J. AU - Quenot, J. -. P. PY - 2016 DA - 2016// TI - Is Thrombocytopenia an Early Prognostic Marker in Septic Shock? JO - Crit Care Med. VL - 44 ID - Thiery-Antier2016 ER - TY - JOUR AU - Koyama, K. AU - Katayama, S. AU - Muronoi, T. AU - Tonai, K. AU - Goto, Y. AU - Koinuma, T. PY - 2018 DA - 2018// TI - Time course of immature platelet count and its relation to thrombocytopenia and mortality in patients with sepsis JO - PLoS One VL - 13 UR - https://doi.org/10.1371/journal.pone.0192064 DO - 10.1371/journal.pone.0192064 ID - Koyama2018 ER - TY - JOUR AU - Chaudhry, N. AU - Duggal, A. K. PY - 2014 DA - 2014// TI - Sepsis Associated Encephalopathy JO - Adv Med Hindawi VL - 2014 ID - Chaudhry2014 ER - TY - JOUR AU - Molnár, L. AU - Fülesdi, B. AU - Németh, N. AU - Molnár, C. PY - 2018 DA - 2018// TI - Sepsis-associated encephalopathy: A review of literature JO - Neurol India VL - 66 UR - https://doi.org/10.4103/0028-3886.227299 DO - 10.4103/0028-3886.227299 ID - Molnár2018 ER - TY - JOUR AU - Zhang, Z. PY - 2015 DA - 2015// TI - Missing values in big data research: some basic skills JO - Ann Transl Med VL - 3 ID - Zhang2015 ER -