Concepedia

A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data

Gokul Krishnan, S. Sowmya Kamath

Applied Soft Computing · 2019 · 65 citations · 38 references

Concepts

ComputingBiomedical InformaticsBiostatisticsClinical Decision SupportHealth Data AnalyticsPredictive AnalyticsMortality ModelingPredictive Health ModelingRisk PredictionSurvival ModelingSurvival PredictionTime-to-event AnalysisHealth Event PredictionMortality PredictionPatient Outcome PredictionPatient-specific Prognosis ModelingPatient-specific Risk PredictionPredictive Mortality ModelingPredictive Outcome Modeling

References

38

APACHE II

William A. Knaus, Elizabeth A. Draper, Douglas P. Wagner et al. · Critical Care Medicine · 1985 · 13.7K citations

Medicine, Internal Medicine, Clinical Classification Systems +16

APACHE II-A Severity of Disease Classification System

William A. Knaus, Elizabeth A. Draper, Douglas P. Wagner et al. · Critical Care Medicine · 1986 · 13.4K citations

Health Professions, Biostatistics, Clinical Classification Systems +12

The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure

Jean‐Louis Vincent, Rui P. Moreno, Jukka Takala et al. · Intensive Care Medicine · 1996 · 11.6K citations

Veterinary Medicine, Internal Medicine, Critical Care Medicine +12

Wrappers for feature subset selection

Ron Kohavi, George H. John · Artificial Intelligence · 1997 · 8.9K citations

Computing, Computer Science, Data Science +10

MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson, Tom Pollard, Lu Shen et al. · Scientific Data · 2016 · 8.1K citations · Full text

Medicine, Biomedical Informatics, Health Informatics +11