Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands.
Iacopo VaglianoSylvia BrinkmanAmeen Abu-HannaM. Sesmu ArbousDave A. DongelmansPaul W. G. ElbersDylan W. De LangeM. van der SchaarNicolette F. de KeizerMartijn C. SchutPublished in: Int. J. Medical Informatics (2022)
Keyphrases
- intensive care unit
- prognostic models
- intensive care
- clinical data
- intensive care units
- patient data
- medical data
- medical staff
- septic shock
- decision support system
- patient records
- high risk
- statistical analysis
- health care
- prostate cancer
- patient outcomes
- decision support
- logistic regression
- clinical information
- survival analysis
- raw data
- home care
- logistic regression models
- electronic medical record
- clinical decision support
- health related
- emergency department
- medical treatment
- domain experts
- risk factors
- patient groups
- medical records