Discover the newest research about AI innovations in ๐ค Sleep.
Machine learning predicts mild cognitive impairment stages with 94% accuracy using gait, body composition, and sleep data. ๐ง ๐
Machine learning models using ECG-derived HRV show 79% sensitivity & 75% specificity for diagnosing obstructive sleep apnoea. ๐๐ค
AI enhances obstructive sleep apnea detection using clinical data. AUC values range from 0.62 to 0.93. ๐๐ค
High-Precision Acoustic Monitoring in Pediatric Sleep Studies: 91.16% Accuracy with Deep Learning ๐ง๐
Passive sensing & ML enhance mental health monitoring. 42 studies show 92.16% accuracy in anxiety detection. ๐๐ง
DarioHealth partners with GreenKey Health to improve sleep health solutions. The collaboration focuses on obstructive sleep apnea management. ๐ค๐ค
Sleep deprivation severely impacts attention and emotional regulation in pilots. 3 hours of sleep aids recovery; 8 hours needed for full attention restoration. ๐คโ๏ธ
Revolutionary SSC-SleepNet enhances N1 sleep detection in EEG, achieving F1-scores up to 60.2%! ๐ค๐
Tinnitus risk factors identified: hearing health, mood, neuroticism, and sleep. Predictive model shows 78% accuracy! ๐๐
Innovations in orthognathic surgery enhance precision and outcomes. Key advancements include AI, 3D imaging, and virtual planning. ๐ฆทโจ
