NCT07447999 Multimodal Deep Learning Model for Predicting the Apnea-Hypopnea Index in Obstructive Sleep
| NCT ID | NCT07447999 |
| Status | Recruiting |
| Phase | — |
| Sponsor | Fu Jen Catholic University |
| Condition | Obstructive Sleep Apnea (OSA) |
| Study Type | OBSERVATIONAL |
| Enrollment | 150 participants |
| Start Date | 2025-09-05 |
| Primary Completion | 2026-07-31 |
Eligibility & Interventions
Eligibility Fast-Check
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What to Expect as a Participant
This is an observational study. You will not receive an experimental treatment; researchers will collect data based on your existing condition or standard treatment.
This trial targets 150 participants in total. It began in 2025-09-05 with a primary completion date of 2026-07-31.
⚠ This information is for research awareness only. Always consult your physician before joining any clinical trial. Participation is voluntary and you may withdraw at any time.
Brief Summary
This study aims to develop a multimodal deep learning model that integrates noninvasive signals to predict the severity of obstructive sleep apnea. By establishing a clinically viable and user-friendly monitoring tool, the study seeks to enhance early screening accessibility and support the development of home-based sleep care systems.
Eligibility Criteria
Inclusion Criteria: * age 30-75 years * clinically suspected obstructive sleep apnea and scheduled for polysomnography * willing and able to provide written informed consent Exclusion Criteria: * intolerance to the electronic stethoscope or fingertip pulse oximeter * significant structural airway abnormalities * arrhythmia * neuromuscular disorders * pregnancy * hospitalization within the past 1 month * inability to provide informed consent or requiring legal guardian consent
Contact & Investigator
Ke-Yun Chao, PhD
PRINCIPAL INVESTIGATOR
Fu Jen Catholic University
Frequently Asked Questions
Who can join the NCT07447999 clinical trial?
This trial is open to participants of all sexes, aged 30 Years or older, up to 75 Years, studying Obstructive Sleep Apnea (OSA). Full inclusion and exclusion criteria are listed in the Eligibility Criteria section. Always confirm your eligibility with the research team before applying.
Is NCT07447999 currently recruiting?
Yes, NCT07447999 is actively recruiting participants. Contact the research team at C00152@mail.fjuh.fju.edu.tw for enrollment information.
Where is the NCT07447999 trial being conducted?
This trial is being conducted at New Taipei City, Taiwan.
Who is sponsoring the NCT07447999 clinical trial?
NCT07447999 is sponsored by Fu Jen Catholic University. The principal investigator is Ke-Yun Chao, PhD at Fu Jen Catholic University. The trial plans to enroll 150 participants.