A Resource-Efficient and Data-Restricted Training Method Towards Neurological Symptoms Prediction.
Shiqi ZhaoDi WuJie YangMohamad SawanPublished in: BioCAS (2022)
Keyphrases
- synthetic data
- correlation analysis
- input data
- data sets
- detection method
- data collection
- prior knowledge
- data structure
- test data
- missing values
- training data
- prediction error
- statistical methods
- noisy data
- high quality
- missing data
- training samples
- training process
- significant improvement
- database
- original data
- k means
- prediction model
- predictive model
- clustering method
- model selection
- data distribution
- neural network
- prediction accuracy
- computationally efficient
- objective function
- image data
- data points
- information loss
- data sources
- high dimensional