메뉴 건너뛰기




Volumn 7, Issue 299, 2015, Pages

A targeted real-time early warning score (TREWScore) for septic shock

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; AREA UNDER THE CURVE; ARTICLE; CLINICAL ASSESSMENT TOOL; CLINICAL PROTOCOL; CONTROLLED STUDY; ELECTRONIC MEDICAL RECORD; HIGH RISK PATIENT; HUMAN; HYPERLACTATEMIA; HYPOTENSION; INFECTION; INTENSIVE CARE; INTERMETHOD COMPARISON; LABORATORY TEST; LEARNING ALGORITHM; MAJOR CLINICAL STUDY; MODIFIED EARLY WARNING SCORE; MORTALITY; ONSET AGE; ORGAN INJURY; PREDICTION; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; SCORING SYSTEM; SENSITIVITY AND SPECIFICITY; SEPTIC SHOCK; SYSTEMIC INFLAMMATORY RESPONSE SYNDROME; TARGETED REAL-TIME EARLY WARNING SCORE; TRAINING; EARLY INTERVENTION; INTENSIVE CARE UNIT; PROPENSITY SCORE; SECONDARY PREVENTION; SHOCK, SEPTIC; UNITED STATES;

EID: 84938704873     PISSN: 19466234     EISSN: 19466242     Source Type: Journal    
DOI: 10.1126/scitranslmed.aab3719     Document Type: Article
Times cited : (446)

References (64)
  • 1
    • 0034958947 scopus 로고    scopus 로고
    • Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care
    • D. C. Angus, W. T. Linde-Zwirble, J. Lidicker, G. Clermont, J. Carcillo, M. R. Pinsky, Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care. Crit. Care Med. 29, 1303-1310 (2001).
    • (2001) Crit. Care Med. , vol.29 , pp. 1303-1310
    • Angus, D.C.1    Linde-Zwirble, W.T.2    Lidicker, J.3    Clermont, G.4    Carcillo, J.5    Pinsky, M.R.6
  • 4
    • 0035829842 scopus 로고    scopus 로고
    • Early goal-directed therapy in the treatment of severe sepsis and septic shock
    • Early Goal-Directed Therapy Collaborative Group
    • E. Rivers, B. Nguyen, S. Havstad, J. Ressler, A. Muzzin, B. Knoblich, E. Peterson, M. Tomlanovich; Early Goal-Directed Therapy Collaborative Group, Early goal-directed therapy in the treatment of severe sepsis and septic shock. N. Engl. J. Med. 345, 1368-1377 (2001).
    • (2001) N. Engl. J. Med. , vol.345 , pp. 1368-1377
    • Rivers, E.1    Nguyen, B.2    Havstad, S.3    Ressler, J.4    Muzzin, A.5    Knoblich, B.6    Peterson, E.7    Tomlanovich, M.8
  • 5
    • 34247175892 scopus 로고    scopus 로고
    • Implementation of a bundle of quality indicators for the early management of severe sepsis and septic shock is associated with decreased mortality
    • H. B. Nguyen, S. W. Corbett, R. Steele, J. Banta, R. T. Clark, S. R. Hayes, J. Edwards, T. W. Cho, W. A. Wittlake, Implementation of a bundle of quality indicators for the early management of severe sepsis and septic shock is associated with decreased mortality. Crit. Care Med. 35, 1105-1112 (2007).
    • (2007) Crit. Care Med. , vol.35 , pp. 1105-1112
    • Nguyen, H.B.1    Corbett, S.W.2    Steele, R.3    Banta, J.4    Clark, R.T.5    Hayes, S.R.6    Edwards, J.7    Cho, T.W.8    Wittlake, W.A.9
  • 9
    • 77950200034 scopus 로고    scopus 로고
    • Impact of the Surviving Sepsis Campaign protocols on hospital length of stay and mortality in septic shock patients: Results of a three-year follow-up quasi-experimental study
    • A. Castellanos-Ortega, B. Suberviola, L. A. Garc?a-Astudillo, M. S. Holanda, F. Ortiz, J. Llorca, M. Delgado-Rodr?guez, Impact of the Surviving Sepsis Campaign protocols on hospital length of stay and mortality in septic shock patients: Results of a three-year follow-up quasi-experimental study. Crit. Care Med. 38, 1036-1043 (2010).
    • (2010) Crit. Care Med. , vol.38 , pp. 1036-1043
    • Castellanos-Ortega, A.1    Suberviola, B.2    Garca-Astudillo, L.A.3    Holanda, M.S.4    Ortiz, F.5    Llorca, J.6    Delgado-Rodrguez, M.7
  • 13
    • 84924858409 scopus 로고    scopus 로고
    • Early goal directed therapy: What do we do now? Crit
    • M. M. Levy, Early goal directed therapy: What do we do now? Crit. Care 18, 705 (2014).
    • (2014) Care , vol.18 , pp. 705
    • Levy, M.M.1
  • 14
    • 79952509225 scopus 로고    scopus 로고
    • Assessment of diseaseseverity scoring systems for patients with sepsis in general internal medicine departments
    • N. O. Ghanem-Zoubi, M. Vardi, A. Laor, G. Weber, H. Bitterman, Assessment of diseaseseverity scoring systems for patients with sepsis in general internal medicine departments. Crit. Care 15, R95 (2011).
    • (2011) Crit. Care , vol.15 , pp. R95
    • Ghanem-Zoubi, N.O.1    Vardi, M.2    Laor, A.3    Weber, G.4    Bitterman, H.5
  • 15
    • 0028850810 scopus 로고
    • An overview of mortality risk prediction in sepsis
    • S. L. Barriere, S. F. Lowry, An overview of mortality risk prediction in sepsis. Crit. Care Med. 23, 376-393 (1995).
    • (1995) Crit. Care Med. , vol.23 , pp. 376-393
    • Barriere, S.L.1    Lowry, S.F.2
  • 16
    • 67649945779 scopus 로고    scopus 로고
    • The Sequential Organ Failure Assessment score for predicting outcome in patients with severe sepsis and evidence of hypoperfusion at the time of emergency department presentation
    • A. E. Jones, S. Trzeciak, J. A. Kline, The Sequential Organ Failure Assessment score for predicting outcome in patients with severe sepsis and evidence of hypoperfusion at the time of emergency department presentation. Crit. Care Med. 37, 1649-1654 (2009).
    • (2009) Crit. Care Med. , vol.37 , pp. 1649-1654
    • Jones, A.E.1    Trzeciak, S.2    Kline, J.A.3
  • 18
    • 80053253196 scopus 로고    scopus 로고
    • Enrollment into a time sensitive clinical study in the critical care setting: Results from computerized septic shock sniffer implementation
    • V. Herasevich, M. S. Pieper, J. Pulido, O. Gajic, Enrollment into a time sensitive clinical study in the critical care setting: Results from computerized septic shock sniffer implementation. J. Am. Med. Inform. Assoc. 18, 639-644 (2011).
    • (2011) J. Am. Med. Inform. Assoc. , vol.18 , pp. 639-644
    • Herasevich, V.1    Pieper, M.S.2    Pulido, J.3    Gajic, O.4
  • 22
    • 79955465836 scopus 로고    scopus 로고
    • Prospective trial of real-time electronic surveillance to expedite early care of severe sepsis
    • J. Nelson, B. Smith, J. Jared, J. Younger, Prospective trial of real-time electronic surveillance to expedite early care of severe sepsis. Ann. Emerg. Med. 57, 500-504 (2011).
    • (2011) Ann. Emerg. Med. , vol.57 , pp. 500-504
    • Nelson, J.1    Smith, B.2    Jared, J.3    Younger, J.4
  • 23
    • 0002681937 scopus 로고    scopus 로고
    • An early warning scoring system for detecting developing critical illness
    • R. J. M. Morgan, F. Williams, M. N. Wright, An early warning scoring system for detecting developing critical illness. Clin. Intens. Care Nurs. 8, 100 (1997).
    • (1997) Clin. Intens. Care Nurs. , vol.8 , pp. 100
    • Morgan, R.J.M.1    Williams, F.2    Wright, M.N.3
  • 24
    • 84905990877 scopus 로고    scopus 로고
    • Big data in health care: Using analytics to identify and manage high-risk and high-cost patients
    • D. W. Bates, S. Saria, L. Ohno-Machado, A. Shah, G. Escobar, Big data in health care: Using analytics to identify and manage high-risk and high-cost patients. Health Aff. 33, 1123-1131 (2014).
    • (2014) Health Aff. , vol.33 , pp. 1123-1131
    • Bates, D.W.1    Saria, S.2    Ohno-Machado, L.3    Shah, A.4    Escobar, G.5
  • 25
    • 84876785353 scopus 로고    scopus 로고
    • Potentially avoidable 30-day hospital readmissions in medical patients: Derivation and validation of a prediction model
    • J. Donzé, D. Aujesky, D. Williams, J. L. Schnipper, Potentially avoidable 30-day hospital readmissions in medical patients: Derivation and validation of a prediction model. JAMA Intern. Med. 173, 632-638 (2013).
    • (2013) JAMA Intern. Med. , vol.173 , pp. 632-638
    • Donzé, J.1    Aujesky, D.2    Williams, D.3    Schnipper, J.L.4
  • 26
    • 84906789771 scopus 로고    scopus 로고
    • Sepsis Severity Score: An internationally derived scoring system from the Surviving Sepsis Campaign database
    • T. M. Osborn, G. Phillips, S. Lemeshow, S. Townsend, C. A. Schorr, M. M. Levy, R. P. Dellinger, Sepsis Severity Score: An internationally derived scoring system from the Surviving Sepsis Campaign database. Crit. Care Med. 42, 1969-1976 (2014).
    • (2014) Crit. Care Med. , vol.42 , pp. 1969-1976
    • Osborn, T.M.1    Phillips, G.2    Lemeshow, S.3    Townsend, S.4    Schorr, C.A.5    Levy, M.M.6    Dellinger, R.P.7
  • 27
    • 77956583100 scopus 로고    scopus 로고
    • Integration of early physiological responses predicts later illness severity in preterm infants
    • S. Saria, A. Rajani, J. Gould, D. Koller, A. Penn, Integration of early physiological responses predicts later illness severity in preterm infants. Sci. Transl. Med. 2, 48ra65 (2010).
    • (2010) Sci. Transl. Med. , vol.2 , pp. 48ra65
    • Saria, S.1    Rajani, A.2    Gould, J.3    Koller, D.4    Penn, A.5
  • 28
    • 84877753184 scopus 로고    scopus 로고
    • Patient risk stratification for hospital-associated C. Diff as a time-series classification task
    • J. Wiens, E. Horvitz, and J. V. Guttag, Patient risk stratification for hospital-associated C. diff as a time-series classification task. Adv. in Neural Inf. Process. Syst. 25, 476-484 (2012).
    • (2012) Adv. in Neural Inf. Process. Syst. , vol.25 , pp. 476-484
    • Wiens, J.1    Horvitz, E.2    Guttag, J.V.3
  • 30
    • 84927170042 scopus 로고    scopus 로고
    • Autoregressive hidden Markov models for the early detection of neonatal sepsis
    • I. Stanculescu, C. K. I. Williams, Y. Freer, Autoregressive hidden Markov models for the early detection of neonatal sepsis. IEEE J. Biomed. Health Inform. 18, 1560-1570 (2014).
    • (2014) IEEE J. Biomed. Health Inform. , vol.18 , pp. 1560-1570
    • Stanculescu, I.1    Williams, C.K.I.2    Freer, Y.3
  • 31
    • 33846450256 scopus 로고    scopus 로고
    • Heart rate characteristics and clinical signs in neonatal sepsis
    • M. P. Griffin, D. E. Lake, T. M. O?Shea, J. R. Moorman, Heart rate characteristics and clinical signs in neonatal sepsis. Pediatr. Res. 61, 222-227 (2007).
    • (2007) Pediatr. Res. , vol.61 , pp. 222-227
    • Griffin, M.P.1    Lake, D.E.2    Oshea, T.M.3    Moorman, J.R.4
  • 32
    • 84894101089 scopus 로고    scopus 로고
    • From vital signs to clinical outcomes for patients with sepsis: A machine learning basis for a clinical decision support system
    • E. Gultepe, J. P. Green, H. Nguyen, J. Adams, T. Albertson, I. Tagkopoulos, From vital signs to clinical outcomes for patients with sepsis: A machine learning basis for a clinical decision support system. J. Am. Med. Inform. Assoc. 21, 315-325 (2014).
    • (2014) J. Am. Med. Inform. Assoc. , vol.21 , pp. 315-325
    • Gultepe, E.1    Green, J.P.2    Nguyen, H.3    Adams, J.4    Albertson, T.5    Tagkopoulos, I.6
  • 33
    • 34247884425 scopus 로고    scopus 로고
    • Physiological monitoring for critically ill patients: Testing a predictive model for the early detection of sepsis
    • K. K. Giuliano, Physiological monitoring for critically ill patients: Testing a predictive model for the early detection of sepsis. Am. J. Crit. Care 16, 122-130 (2007).
    • (2007) Am. J. Crit. Care , vol.16 , pp. 122-130
    • Giuliano, K.K.1
  • 37
    • 84899106645 scopus 로고    scopus 로고
    • Septic shock prediction for patients with missing data
    • Article No. 1
    • J. C. Ho, C. H. Lee, J. Ghosh, Septic shock prediction for patients with missing data. ACM Trans. Manag. Inf. Syst. 5, Article No. 1 (2014).
    • (2014) ACM Trans. Manag. Inf. Syst. , vol.5
    • Ho, J.C.1    Lee, C.H.2    Ghosh, J.3
  • 38
    • 84901259802 scopus 로고    scopus 로고
    • Developing predictive models using electronic medical records: Challenges and pitfalls
    • C. Paxton, A. Niculescu-Mizil, S. Saria, Developing predictive models using electronic medical records: Challenges and pitfalls. AMIA Annu. Symp. Proc. 2013, 1109-1115 (2013).
    • (2013) AMIA Annu. Symp. Proc. , vol.2013 , pp. 1109-1115
    • Paxton, C.1    Niculescu-Mizil, A.2    Saria, S.3
  • 43
    • 0034781186 scopus 로고    scopus 로고
    • Validation of a modified Early Warning Score in medical admissions
    • C. P. Subbe, M. Kruger, P. Rutherford, L. Gemmel, Validation of a modified Early Warning Score in medical admissions. QJM 94, 521-526 (2001).
    • (2001) QJM , vol.94 , pp. 521-526
    • Subbe, C.P.1    Kruger, M.2    Rutherford, P.3    Gemmel, L.4
  • 44
    • 41349123234 scopus 로고    scopus 로고
    • Review and performance evaluation of aggregate weighted ?Track and trigger? Systems
    • G. B. Smith, D. R. Prytherch, P. E. Schmidt, P. I. Featherstone, Review and performance evaluation of aggregate weighted ?track and trigger? systems. Resuscitation 77, 170-179 (2008).
    • (2008) Resuscitation , vol.77 , pp. 170-179
    • Smith, G.B.1    Prytherch, D.R.2    Schmidt, P.E.3    Featherstone, P.I.4
  • 47
  • 50
    • 33644684660 scopus 로고    scopus 로고
    • Overriding of drug safety alerts in computerized physician order entry
    • H. van der Sijs, J. Aarts, A. Vulto, M. Berg, Overriding of drug safety alerts in computerized physician order entry. J. Am. Med. Inform. Assoc. 13, 138-147 (2006).
    • (2006) J. Am. Med. Inform. Assoc. , vol.13 , pp. 138-147
    • Sijs Der H.Van1    Aarts, J.2    Vulto, A.3    Berg, M.4
  • 51
    • 84988693688 scopus 로고    scopus 로고
    • The effect of goal-directed therapy on mortality in patients with sepsis - Earlier is better: A meta-analysis of randomized controlled trials
    • W. J. Gu, F. Wang, J. Bakker, L. Tang, J. C. Liu, The effect of goal-directed therapy on mortality in patients with sepsis - earlier is better: A meta-analysis of randomized controlled trials. Crit. Care 18, 570 (2014).
    • (2014) Crit. Care , vol.18 , pp. 570
    • Gu, W.J.1    Wang, F.2    Bakker, J.3    Tang, L.4    Liu, J.C.5
  • 53
    • 84875785051 scopus 로고    scopus 로고
    • Severe sepsis cohorts derived from claims-based strategies appear to be biased toward a more severely ill patient population
    • S. A. Whittaker, M. E. Mikkelsen, D. F. Gaieski, S. Koshy, C. Kean, B. D. Fuchs, Severe sepsis cohorts derived from claims-based strategies appear to be biased toward a more severely ill patient population. Crit. Care Med. 41, 945-953 (2013).
    • (2013) Crit. Care Med. , vol.41 , pp. 945-953
    • Whittaker, S.A.1    Mikkelsen, M.E.2    Gaieski, D.F.3    Koshy, S.4    Kean, C.5    Fuchs, B.D.6
  • 54
    • 84964921907 scopus 로고    scopus 로고
    • Combining structured and free-text data for automatic coding of patient outcomes
    • S. Saria, G. McElvain, A. K. Rajani, A. A. Penn, D. L. Koller, Combining structured and free-text data for automatic coding of patient outcomes. AMIA Annu. Symp. Proc. 2010, 712-716 (2010).
    • (2010) AMIA Annu. Symp. Proc. , vol.2010 , pp. 712-716
    • Saria, S.1    McElvain, G.2    Rajani, A.K.3    Penn, A.A.4    Koller, D.L.5
  • 56
    • 0034100673 scopus 로고    scopus 로고
    • A multiple imputation approach to Cox regression with interval-censored data
    • W. Pan, A multiple imputation approach to Cox regression with interval-censored data. Biometrics 56, 199-203 (2000).
    • (2000) Biometrics , vol.56 , pp. 199-203
    • Pan, W.1
  • 57
    • 34248997526 scopus 로고    scopus 로고
    • Regression analysis of failure time data with informative interval censoring
    • Z. Zhang, L. Sun, J. Sun, D. M. Finkelstein, Regression analysis of failure time data with informative interval censoring. Stat. Med. 26, 2533-2546 (2007).
    • (2007) Stat. Med. , vol.26 , pp. 2533-2546
    • Zhang, Z.1    Sun, L.2    Sun, J.3    Finkelstein, D.M.4
  • 58
    • 0003496949 scopus 로고    scopus 로고
    • Wiley Series in Probability and Mathematical Statistics, Wiley, New York, NY
    • R. Little, D. Rubin, Statistical Analysis with Missing Data (Wiley Series in Probability and Mathematical Statistics, Wiley, New York, NY, 2002).
    • (2002) Statistical Analysis with Missing Data
    • Little, R.1    Rubin, D.2
  • 60
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • J. Friedman, T. Hastie, R. Tibshirani, Regularization paths for generalized linear models via coordinate descent. J. Stat. Softw. 33, 1-22 (2010).
    • (2010) J. Stat. Softw. , vol.33 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 61
    • 79952934063 scopus 로고    scopus 로고
    • Regularization paths for Cox?s proportional hazards model via coordinate descent
    • N. Simon, J. Friedman, T. Hastie, R. Tibshirani, Regularization paths for Cox?s proportional hazards model via coordinate descent. J. Stat. Softw. 39, 1-13 (2011).
    • (2011) J. Stat. Softw. , vol.39 , pp. 1-13
    • Simon, N.1    Friedman, J.2    Hastie, T.3    Tibshirani, R.4
  • 62
    • 0031015557 scopus 로고    scopus 로고
    • The lasso method for variable selection in the cox model
    • R. Tibshirani, The lasso method for variable selection in the cox model. Stat. Med. 16, 385-395 (1997).
    • (1997) Stat. Med. , vol.16 , pp. 385-395
    • Tibshirani, R.1
  • 63
    • 0033936550 scopus 로고    scopus 로고
    • Time-dependent ROC curves for censored survival data and a diagnostic marker
    • P. J. Heagerty, T. Lumley, M. S. Pepe, Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics 56, 337-344 (2000).
    • (2000) Biometrics , vol.56 , pp. 337-344
    • Heagerty, P.J.1    Lumley, T.2    Pepe, M.S.3
  • 64
    • 84883365130 scopus 로고    scopus 로고
    • Review and comparison of ROC curve estimators for a time-dependent outcome with marker-dependent censoring
    • P. Blanche, J.-F. Dartigues, H. Jacqmin-Gadda, Review and comparison of ROC curve estimators for a time-dependent outcome with marker-dependent censoring. Biom. J. 55, 687-704 (2013).
    • (2013) Biom. J. , vol.55 , pp. 687-704
    • Blanche, P.1    Dartigues, J.-F.2    Jacqmin-Gadda, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.