Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications.
Fabian SchrumpfPaul Rudi SerdackMirco FuchsPublished in: CVPR Workshops (2022)
Keyphrases
- neural network
- pattern recognition
- data sets
- data collection
- artificial neural networks
- data analysis
- back propagation
- support vector
- database
- data sources
- classification accuracy
- input data
- blood pressure
- prediction model
- models built
- pattern classification
- fuzzy rules
- high dimensional data
- multi variate
- text classification
- multi class
- knn
- data points
- feature vectors
- data structure
- feature extraction
- feature selection
- genetic algorithm