Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data.
Aleksei TiulpinStefan KleinSita M. A. Bierma-ZeinstraJérôme ThevenotEsa RahtuJoyce van MeursEdwin H. G. OeiSimo SaarakkalaPublished in: CoRR (2019)
Keyphrases
- clinical data
- machine learning
- computer assisted
- medical data
- knowledge discovery
- patient data
- statistical analysis
- raw data
- clinical information
- electronic health records
- domain experts
- cancer patients
- medical knowledge
- knowledge acquisition
- artificial intelligence
- learning algorithm
- clinical decision making
- liver disease
- data mining
- real patient data
- predictive modeling
- clinical data sets
- clinical databases
- feature selection
- acute myocardial infarction
- temporal abstractions
- patient records
- statistical methods
- mr images
- decision support system
- decision trees