Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes.
Deepika VermaDuncan JansenKerstin BachMannes PoelPaul Jarle MorkWendy Oude Nijeweme d'HollosyPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- data sets
- database
- data structure
- data collection
- raw data
- experimental data
- image data
- data mining techniques
- accurate models
- historical data
- original data
- prior knowledge
- data sources
- knowledge based systems
- machine learning
- learning models
- data points
- data quality
- statistical methods
- stored data
- data mining
- learned models
- information retrieval
- case study
- data analysis
- statistical analysis
- unsupervised learning
- semi supervised
- probability distribution