A novel approach of Gaussian mixture model-based data compression of ECG and PPG signals for various cardiovascular diseases.
Rashmi Rekha SahooSubhajit BhowmickDharmadas MandalPalash Kumar KunduPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- data compression
- heart rate
- cardiovascular disease
- ecg signals
- medical diagnosis
- signal processing
- independent component analysis
- compression algorithm
- data reduction
- maximum likelihood
- compression ratio
- risk factors
- mixture model
- coronary artery
- lossless data compression
- huffman coding
- image quality
- image compression
- data sets
- svm classification
- machine learning