Temporal Modeling of Deterioration Patterns and Clustering for Disease Prediction of ALS Patients.
Dan HalbersbergBoaz LernerPublished in: ICMLA (2019)
Keyphrases
- patient groups
- temporal patterns
- prediction accuracy
- clustering algorithm
- multivariate time series data
- multivariate time series
- k means
- temporal information
- pattern extraction
- similar patterns
- medical doctors
- temporal aspects
- temporal evolution
- temporal constraints
- clustering method
- spatio temporal
- chronic obstructive pulmonary disease
- multiple sclerosis
- outbreak detection
- clinical data
- temporal data
- temporal reasoning
- early diagnosis
- clinical studies
- lung disease
- visual field
- outcome prediction
- diabetic patients
- diagnostic tool
- medical experts
- pattern discovery
- video sequences