A hypothesis-driven method based on machine learning for neuroimaging data analysis.
Juan Manuel GórrizRubén Martín-ClementeCarlos García PuntonetAndrés OrtizJavier RamírezJohn SucklingPublished in: Neurocomputing (2022)
Keyphrases
- machine learning
- data analysis
- detection method
- machine learning methods
- statistical methods
- high precision
- information extraction
- support vector machine
- preprocessing
- edge detection
- data mining
- classification method
- synthetic data
- high accuracy
- experimental evaluation
- cost function
- high dimensional
- pairwise
- classification accuracy
- prior knowledge
- data collection
- segmentation algorithm
- detection algorithm
- computational cost
- pattern recognition
- similarity measure
- significant improvement