Development and external evaluation of predictions models for mortality of COVID-19 patients using machine learning method.
Simin LiYulan LinTong ZhuMengjie FanShicheng XuWeihao QiuCan ChenLinfeng LiYao WangJun YanJustin WongLin NaingShabei XuPublished in: Neural Comput. Appl. (2023)
Keyphrases
- machine learning methods
- evaluation method
- machine learning
- computer vision
- pairwise
- probabilistic model
- gold standard
- prior knowledge
- cost function
- high accuracy
- model selection
- evaluation model
- linear regression
- detection method
- preprocessing
- statistical methods
- clustering method
- support vector machine
- feature selection
- learned models