Personalized prediction of rehabilitation outcomes in multiple sclerosis: a proof-of-concept using clinical data, digital health metrics, and machine learning.
Christoph M. KanzlerIlse LamersPeter FeysRoger GassertOlivier LambercyPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- clinical data
- multiple sclerosis
- electronic health records
- machine learning
- mr images
- knowledge discovery
- medical data
- patient data
- statistical analysis
- magnetic resonance images
- magnetic resonance
- raw data
- clinical trials
- domain experts
- white matter
- brain mri
- knowledge acquisition
- medical images
- medical knowledge
- computer vision
- image data
- artificial intelligence
- brain tissue
- learning algorithm
- health care
- active learning
- data analysis
- corpus callosum
- feature selection
- cancer patients
- databases
- knowledge representation
- decision trees
- decision making