Optimizing Rare Disease Gait Classification through Data Balancing and Generative AI: Insights from Hereditary Cerebellar Ataxia.
Dante TrabassiStefano Filippo CastigliaFabiano BiniFranco MarinozziArash AjoudaniMarta LorenziniGiorgia ChiniTiwana VarrecchiaAlberto RanavoloRoberto De IccoCarlo CasaliMariano SerraoPublished in: Sensors (2024)
Keyphrases
- data sets
- database
- decision trees
- training data
- pattern recognition
- classification accuracy
- machine learning
- artificial intelligence
- data reduction
- data analysis
- prior knowledge
- unsupervised learning
- image classification
- gait analysis
- pattern classification
- missing data
- knowledge discovery
- data sources
- expert systems
- feature space
- data structure
- data mining