A dynamic risk score for early prediction of cardiogenic shock using machine learning.
Yuxuan HuAlbert LuiMark GoldsteinMukund SudarshanAndrea TinsayCindy TsuiSamuel MaidmanJohn MedamanaNeil JethaniAahlad Manas PuliVuthy NguyYindalon AphinyanaphongsNicholas KieferNathaniel SmilowitzJames HorowitzTania AhujaGlenn I FishmanJudith HochmanStuart KatzSamuel BernardRajesh RanganathPublished in: CoRR (2023)
Keyphrases
- machine learning
- prediction accuracy
- learning algorithm
- knowledge representation
- machine learning methods
- prediction algorithm
- prediction model
- dynamic environments
- machine learning algorithms
- high risk
- computer science
- prediction error
- support vector machine
- natural language processing
- text classification
- risk assessment
- knowledge acquisition
- risk averse
- inductive learning
- risk measures
- minimum risk
- model selection
- knowledge discovery
- expert systems
- natural language
- case study
- decision trees
- information systems
- artificial intelligence
- genetic algorithm