Predicting the Risk of Sleep Disorders Using a Machine Learning-Based Simple Questionnaire: Development and Validation Study

• Main Authors: Seokmin Ha (Author), Su Jung Choi (Author), Sujin Lee (Author), Reinatt Hansel Wijaya (Author), Jee Hyun Kim (Author), Eun Yeon Joo (Author), Jae Kyoung Kim (Author)
• Format: Book
• Published: JMIR Publications, 2023-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundSleep disorders, such as obstructive sleep apnea (OSA), comorbid insomnia and sleep apnea (COMISA), and insomnia are common and can have serious health consequences. However, accurately diagnosing these conditions can be challenging as a result of the underrecognition of these diseases, th...