The prevalence of diabetes and anxiety increased with age in men but not in women. The prevalence of depression did not make a significant difference due to aging in both genders. Table 2 Characteristics of patients with OSA. Full size table A univariate logistic regression showed that gender ...
Food intake was recorded using a food frequency questionnaire covering the previous 12 months.28 The food frequency questionnaire was validated for the Portuguese population and then adapted for adolescents, including foods more frequently eaten by this age group. To estimate nutrient intake, the Food...
This chart plots the accuracy of sleep-sensing methods at infering sleep-related metrics against their ease of use. For example, while polysomnography is considered the “gold-standard” technique to measure sleep, it is cumbersome and expensive. Full size image Data collected from different modalit...
Sleep_health_and_lifestyle_dataset.csv(24.14 kB) get_app chevron_right DetailCompactColumn 10 of 13 columnskeyboard_arrow_down About this file Dataset Columns: Person ID: An identifier for each individual. Gender: The gender of the person (Male/Female). Age: The age of the person in year...
Bidirectionality of sleep-affect associations was found (in general) across affective disorders (bipolar, depression, and anxiety), shift workers, and healthy participants representing a range of age groups. However, findings were influenced by the sleep indices and affective dimensions operationalised,...
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This was a retrospective chart review of 232 patients (56.5% men, mean age = 53.6 卤 12.4 years) newly diagnosed with OSA (mean AHI = 41.8 卤 27.7) and prescribed CPAP in the Johns Hopkins Sleep Disorder Center. Difficulty initiating sleep, difficulty maintaining sleep, and early morning ...
What is your age? What is your gender? Male Female What’s Your Sleep Number Setting? Are you a Sleep Number employee or an immediate family member? Yes No Is this a Sampling review? Yes No Comfort Quality Value I would like to be entered into a sweepstake for submitting this review. ...
recommended by the National Sleep Foundation. Equally concerning is the uptick in awake time during sleep, indicating a decline in sleep efficiency – the ratio of actual sleep to the total time spent in bed. The pattern of deteriorating sleep quality crosses age, gender, and geographical ...
(such as age and gender) and adjust their scores accordingly. Despite advances in AI methods for sleep classification across different sensing modalities, most of the current models do not adapt to individual characteristics. There may exist large inter-subject variation and the trained model (on ...