Improving heart rate variability measurements from consumer smartwatches with machine learning.
Martin MaritschCaterina BérubéMathias KrausVera LehmannThomas ZügerStefan FeuerriegelTobias KowatschFelix WortmannPublished in: UbiComp/ISWC Adjunct (2019)
Keyphrases
- heart rate variability
- machine learning
- heart rate
- spectral analysis
- machine learning methods
- pattern recognition
- decision trees
- machine learning algorithms
- learning algorithm
- information extraction
- support vector machine
- text classification
- data mining
- multiscale
- active learning
- image processing
- atrial fibrillation