One-Year Mortality Prediction in ICU Patients with Diagnosis of Sepsis Driven by Population Similarities.
J. E. Garcia-GalloN. J. Fonseca-RuizLeo A. CeliJ. F. Duitama-MuñozPublished in: BIBE (2019)
Keyphrases
- intensive care unit
- intensive care
- early diagnosis
- septic shock
- prognostic models
- patient data
- intensive care units
- clinical data
- medical doctors
- decision support system
- medical staff
- computer aided
- critical care
- early stage
- medical knowledge
- initial stage
- prediction accuracy
- logistic regression
- patient outcomes
- high risk
- model based diagnosis
- cardiovascular disease
- clinically relevant
- health care
- medical data
- survival analysis
- risk factors
- diagnostic tests
- prostate cancer
- decision support
- differential diagnosis
- spect images
- clinical decision support systems
- heart disease
- computer aided diagnosis
- demographic data
- medical practice
- raw data
- chronic disease
- medical practitioners
- similarity measure
- neurodegenerative diseases
- mr images
- therapy planning
- medical records
- clinical diagnosis
- monitoring system
- blood pressure