Deep learning and alternative learning strategies for retrospective real-world clinical data.
David ChenSijia LiuPaul R. KingsburySunghwan SohnCurtis B. StorlieElizabeth B. HabermannJames M. NaessensDavid W. LarsonHongfang LiuPublished in: npj Digit. Medicine (2019)
Keyphrases
- learning strategies
- clinical data
- deep learning
- mental models
- real world
- medical data
- statistical analysis
- online learning
- patient data
- machine learning
- unsupervised learning
- active learning
- unsupervised feature learning
- raw data
- clinical information
- knowledge discovery
- domain experts
- clinical databases
- data mining
- data sets
- mr images
- data sources
- clinical decision making
- weakly supervised
- image processing
- databases
- decision making
- decision support
- decision trees
- information extraction