Construction of Ergodic GMM-HMMs for Classification between Healthy Individuals and Patients Suffering from Pulmonary Disease.
Masaru YamashitaPublished in: IEICE Trans. Inf. Syst. (2024)
Keyphrases
- chronic obstructive pulmonary disease
- clinically relevant
- hidden markov models
- gaussian mixture model
- classification accuracy
- feature vectors
- lung disease
- decision trees
- support vector machine
- feature set
- medical doctors
- diagnostic tool
- clinical data
- normal controls
- multiple sclerosis
- feature selection
- model selection
- cardiovascular disease
- early diagnosis
- ct images
- feature extraction
- generative model
- support vector
- feature space