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Sepsis is a poorly understood and potentially life-threatening complication that can occur as a result of infection.
Mining geostatistics
A. G. Journel and C. J. Huijbregts · 1978
Earlier work this paper cites.
Sepsis syndrome: a valid clinical entity. methylprednisolone severe sepsis study group
R. C. Bone, C. J. Fisher, T. P. Clemmer, and et al · 1989
Earlier work this paper cites.
Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis
R. C. Bone, R. A. Balk, F. B. Cerra, and et al · 1992
Earlier work this paper cites.
The sofa (sepsis-related organ failure assessment) score to describe organ dysfunction/failure
J. L. Vincent, R. Moreno, J. Takala, and et al · 1996
Earlier work this paper cites.
Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
Earlier work this paper cites.
2001 sccm/esicm/accp/ats/sis international sepsis definitions conference
M. M. Levy, M. P. Fink, J. C. Marshall, and et al · 2003
Earlier work this paper cites.
The value of modified early warning score (mews) in surgical in-patients: A prospective observational study
J. Gardner-Thorpe, N. Love, J. Wrightson, and et al · 2006
Earlier work this paper cites.
Duration of hypotension before initiation of effective antimicrobial therapy is the critical determinant of survival in human septic shock
A. Kumar, D. Roberts, K. E. Wood, and et al · 2006
Earlier work this paper cites.
Multi-task gaussian process prediction
E. V. Bonilla, K. M. A. Chai, and C. K. I. Williams · 2008
Earlier work this paper cites.
Effectiveness of treatments for severe sepsis: a prospective, multicenter, observational study
R. Ferrer, A. Artigas, D. Suarez, and et al · 2009
Cited alongside, same era.
Lactate clearance vs central venous oxygen saturation as goals of early sepsis therapy: a randomized clinical trial
A. E. Jones, N. I. Shapiro, S. Trzeciak, and et al · 2010
Cited alongside, same era.
Kernels for vector valued functions: A review
M. A. Alvarez, L. Rosasco, and N. D. Lawrence · 2012
Cited alongside, same era.
The ability of the national early warning score (news) to discriminate patients at risk of early cardiac arrest, unanticipated intensive care unit admission, and death
G. B. Smith, D. R. Prytherch, P. Meredith, and et al · 2013
Cited alongside, same era.
Auto-encoding variational bayes
D. P. Kingma and M. Welling · 2014
Cited alongside, same era.
A targeted real-time early warning score (trewscore) for septic shock
K. E. Henry, D. N. Hager, P. J. Pronovost, and S. Saria · 2015
Later among the works it cites.
Adam: A method for stochastic optimization
D. P. Kingma and J. Ba · 2015
Later among the works it cites.
A scalable end-to-end gaussian process adapter for irregularly sampled time series classification
S. Cheng-Xian Li and B. Marlin · 2016
Later among the works it cites.
A non-parametric learning method for confidently estimating patient’s clinical state and dynamics
W. Hoiles and M. van der Schaar · 2016
Later among the works it cites.
The third international consensus definitions for sepsis and septic shock (sepsis-3)
M. Singer, C. S. Deutschman, C. W. Seymour, and et al · 2016
Later among the works it cites.
Forecasticu: A prognostic decision support system for timely prediction of intensive care unit admission
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T. V. Nguyen and E. V. Bonilla · 2014
Cited alongside, same era.
A recurrent latent variable model for sequential data
J. Chung, K. Kastner, L. Dinh, and et al · 2015
Cited alongside, same era.
Multitask gaussian processes for multivariate physiological time-series analysis
R. Durichen, M. A. F. Pimentel, L. Clifton, and et al · 2015
Cited alongside, same era.
A multivariate timeseries modeling approach to severity of illness assessment and forecasting in icu with sparse, heterogeneous clinical data
M. Ghassemi, M. A. F. Pimentel, T. Naumann, and et al · 2015
Cited alongside, same era.
Sparse multi-output Gaussian processes for medical time series prediction
L. Cheng, G. Darnell, C. Chivers, M. E. Draugelis, K. Li, and B. E. Engelhardt
Cited in the paper.
Retain: An interpretable predictive model for healthcare using reverse time attention mechanism
E. Choi, M. T. Bahadori, J. A. Kulas, and et al
Cited in the paper.
Using recurrent neural network models for early detection of heart failure onset
E. Choi, A. Schuetz, W. F. Stewart, and J. Sun
Cited in the paper.
J. Yoon, A. M. Alaa, Scott Hu, and M. van der Schaar · 2016
Later among the works it cites.
Recurrent neural networks for multivariate time series with missing values
C. Zhengping, S. Purushotham, K. Cho, and et al · 2016
Later among the works it cites.
Learning to detect sepsis with a multitask gaussian process rnn classifier
J. Futoma, S. Hariharan, and K. Heller · 2017
Closest in time.
Time to treatment and mortality during mandated emergency care for sepsis
C. W. Seymour, F. Gesten, H. C. Prescott, and et al · 2017
Closest in time.