Machine Learning to Predict ICU Admission, ICU Mortality and Survivors' Length of Stay among COVID-19 Patients: Toward Optimal Allocation of ICU Resources.
Tingting DanYang LiZiwei ZhuXijie ChenWuxiu QuanYu HuGuihua TaoLei ZhuJijin ZhuYuyan JinLonggeng LiChaokai LiangHanchun WenHongmin CaiPublished in: BIBM (2020)
Keyphrases
- intensive care unit
- intensive care
- intensive care units
- optimal allocation
- machine learning
- decision support system
- clinical data
- high risk
- patient data
- blood pressure
- health care
- medical data
- prognostic models
- decision support
- resource allocation
- monitoring system
- medical knowledge
- heart rate
- social welfare
- multi objective optimization
- raw data
- decision trees