Development and clinical impact assessment of a machine-learning model for early prediction of late-onset sepsis.
Merel van den BergO'Jay A. G. MedinaIngmar P. LoohuisMichiel van der FlierJeroen DudinkManon J. N. L. BendersRichard BartelsDaniel VijlbriefPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- machine learning
- prediction model
- mathematical model
- prior knowledge
- parameter estimation
- statistical model
- computational model
- probabilistic model
- pattern recognition
- high level
- hybrid model
- management system
- data mining
- objective function
- theoretical framework
- similarity measure
- experimental data
- neural network model
- decision making
- predictive model