Data Augmentation, Multimodality, Subject and Activity Specificity Improve Wearable Electrocardiogram Denoising with Autoencoders.
João Areias SaraivaMariana AbreuAna Sofia CarmoAna L. N. FredHugo Plácido da SilvaPublished in: BIOSIGNALS (2023)
Keyphrases
- denoising
- data sets
- synthetic data
- data collection
- image data
- raw data
- data points
- data structure
- data sources
- high dimensional data
- statistical analysis
- data processing
- database
- data analysis
- sensor data
- human activities
- original data
- data quality
- data mining techniques
- natural images
- neural network
- probabilistic model
- multiscale
- high quality
- image processing