Survival Analysis for Multiple Sclerosis: Predicting Risk of Disease Worsening.
Ruben BrancoJoana Barros ValenteAndreia S. MartinsDiogo F. SoaresEduardo N. CastanhoSara C. MadeiraHelena AidosPublished in: CLEF (Working Notes) (2023)
Keyphrases
- multiple sclerosis
- survival analysis
- risk assessment
- kaplan meier
- breast cancer
- regression model
- brain mri
- magnetic resonance images
- white matter
- mr images
- lesion segmentation
- magnetic resonance
- risk management
- predictive modeling
- data mining methods
- clinical trials
- disease progression
- data mining
- decision making
- logistic regression
- decision support system
- risk factors
- evolutionary computing
- machine learning
- brain tissue
- network security
- survival data
- information security
- data mining techniques
- corpus callosum
- neural network
- anatomical structures
- databases
- diffusion tensor imaging
- management system
- real world