Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?
Ke LiaoWei WangArmagan ElibolLingzhong MengXu ZhaoNak Young ChongPublished in: CoRR (2022)
Keyphrases
- deep learning
- machine learning
- unsupervised learning
- unsupervised feature learning
- chronic hepatitis
- deep architectures
- deep belief networks
- restricted boltzmann machine
- mental models
- weakly supervised
- text mining
- natural language processing
- information extraction
- decision trees
- data mining
- data sets
- domain specific
- supervised learning
- patient data
- active learning
- multiscale
- feature extraction
- face recognition