A novel risk scoring system predicts overall survival of hepatocellular carcinoma using cox proportional hazards machine learning method.
Haibei XinYuanfeng LiQuanlei WangRen LiuCunzhen ZhangHaidong ZhangXian SuBin BaiNan LiMinfeng ZhangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- machine learning
- pairwise
- evaluation method
- machine learning methods
- significant improvement
- high precision
- experimental evaluation
- similarity measure
- preprocessing
- dynamic programming
- detection method
- early warning
- data mining
- statistical methods
- clustering method
- model selection
- prior knowledge
- computational complexity
- objective function
- natural language processing
- support vector machine
- probabilistic model
- computational cost
- segmentation method
- cost function
- decision trees