Design and Development of Smartphone-Enabled Spirometer With a Disease Classification System Using Convolutional Neural Network.
Sudipto TrivedyManish GoyalPrasanta R. MohapatraAnirban MukherjeePublished in: IEEE Trans. Instrum. Meas. (2020)
Keyphrases
- convolutional neural network
- design process
- design principles
- case study
- knowledge based systems
- benchmark datasets
- design tools
- pattern recognition
- classification accuracy
- classification method
- face detection
- data sets
- classification models
- software design
- pattern classification
- classification algorithm
- image classification
- design considerations
- supervised learning
- formative evaluation
- neural network
- current status
- product development
- disease diagnosis
- training set
- feature extraction
- machine learning
- user experience
- decision trees
- feature set
- software engineering
- support vector machine
- mobile devices