A Method of Data Augmentation for Shunt Murmur Angiostenosis Detection.
Keisuke NishijimaDaisuke HigashiKen'ichi FuruyaPublished in: CISIS (2020)
Keyphrases
- database
- detection method
- synthetic data
- input data
- data sets
- noisy data
- data collection
- test data
- significant improvement
- similarity measure
- statistical methods
- computational cost
- high accuracy
- segmentation method
- clustering method
- detection algorithm
- neural network
- false positive rate
- dynamic programming
- cost function
- prior information
- original data
- raw data
- data quality
- missing values
- correlation analysis
- false positives
- missing data
- high quality
- high dimensional data
- objective function
- preprocessing
- pairwise
- object detection
- support vector machine
- knn
- probability distribution
- data sources