Data Augmentation Using Synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI.
Saba MomeniAmir FazlollahiPierrick BourgeatParnesh RanigaPaul A. YatesNawaf YassiPatricia M. DesmondJurgen FrippYongsheng GaoOlivier SalvadoPublished in: SASHIMI@MICCAI (2018)
Keyphrases
- machine learning
- data sets
- database
- data analysis
- data processing
- object detection
- data quality
- data collection
- data points
- magnetic resonance imaging
- image data
- data mining
- input data
- feature selection
- learning algorithm
- statistical analysis
- raw data
- functional magnetic resonance imaging
- end users
- automatic detection
- statistical methods
- spatial data
- synthetic data
- decision trees
- knowledge discovery
- data sources