Survival modeling using deep learning, machine learning and statistical methods: A comparative analysis for predicting mortality after hospital admission.
Ziwen WangJin Wee LeeTanujit ChakrabortyYilin NingMingxuan LiuFeng XieMarcus Eng Hock OngNan LiuPublished in: CoRR (2024)
Keyphrases
- statistical methods
- deep learning
- machine learning
- machine learning methods
- restricted boltzmann machine
- risk factors
- intensive care
- survival analysis
- statistical analysis
- unsupervised learning
- statistical approaches
- statistical models
- unsupervised feature learning
- learning algorithm
- machine learning algorithms
- supervised learning
- reinforcement learning
- health care
- statistical model
- information extraction
- pattern recognition
- text mining
- deep architectures
- data mining techniques
- multiscale
- data mining
- segmentation algorithm
- data analysis
- decision trees
- computer vision
- natural language processing