… For this, an automated multiclass linear discriminant analysis (LDA) classifier was … vs
continuous positive airway pressure in mild-to-moderate obstructive sleep apnea syndrome …

… individuals. An unresolved treatment issue is the ability to predict the effectiveness of a
particular … We developed a multi-class LDA classifier for categorizing patients based on the …

… OSA-related snore events using a multiclass LDA classifier … tures for each test subjects. Two
algorithms were developed … collapse in obstructive sleep apnoea patients using snore signal,…

… classification, subjects diagnosed as simple snoring by PSG test were evaluated as the
healthy group, and all other subjects … of obstructive sleep apnea in ECG recordings using time-…

… symptoms (Epworth Sleepiness Scale, snoring, etc.) of 313 … multiclass problems, the overall
Precision is averaged over … more evident in subjects with moderate or severe disease. We …

… multi-class classification problems using various strategies. The … comprises 2104 snoring
epochs segmented from 7 subjects (3-… Prevalence of obstructive sleep apnea in the general …

… collapse in obstructive sleep apnoea (OSA) patients using snore signal during hypopnoea
events. Knowledge … Jane, Multiclass classification of subjects with sleep apnoeahypopnoea …

… levels of sleep apnea hypopnea syndrome (SAHS). For the training group of 93 subjects,
snore episodes … Multiclass classification of snoring was acquired on the acoustic analysis of …

… snoring provides a new approach for the diagnosis of obstructive sleep apnea hypopnea
syndrome … method can be used to construct multiple classifiers to manage multi-class problems. …

… snoring caused by respiratory obstruction or apnea during the … In this paper, a total of
126 subjects’ overnight respiratory … sleep apnea-hypopnea syndrome by means of multi-class …