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RecruitingNot a traditional drug phaseobservationalRules rewrite

Development and Validation of a Multimodal Deep Learning Model Using Peripheral Oxygen Saturation and Balli…

Obstructive sleep apnea (OSA) is a common sleep disorder associated with cardiovascular, metabolic, and neurocognitive complications. The standard diagnostic test for OSA is in-laboratory polysomnography (PSG), which can be costly, labor-intensive, and inconvenient for repeated or large-scale screening.

Official registry: https://clinicaltrials.gov/study/NCT07923825 · Fu Jen Catholic University · enrollment listed as 100

What this phase means

This is an observational study. You are not assigned a new experimental drug. Researchers measure what already happens in your care or in daily life.

Phase labels are FDA/ICH categories applied to the registry Phase field. They are not a finding that this study succeeded.

What the registry says happens

This listing is observational (StudyType). The registry does not assign a new experimental drug as the study intervention.

They plan to enroll about 100 people at New Taipei City. Taking part typically means study visits and measurements plus check-ins.

Official title (unrewritten)

A Prospective Observational Study to Develop and Validate a Multimodal Deep Learning Model Integrating Peripheral Oxygen Saturation and Ballistocardiography Signals for the Prediction of Apnea-Hypopnea Index in Patients With Suspected Obstructive Sleep Apnea

Primary outcome (registry wording): Mean absolute error of apnea-hypopnea index estimation

Who it is for (from inclusion criteria)

  • Ages 20 Years to any
  • Adults aged 20 years or older
  • Individuals referred for in-laboratory polysomnography due to suspected obstructive sleep apnea

Public study contact (from the registry)

Ke-Yun Chao Principal Investigator

+886-905-301-879

C00152@mail.fjuh.fju.edu.tw

Published on ClinicalTrials.gov. Contact them as a possible participant. They decide eligibility.

Sites listed on ClinicalTrials.gov

1 listed

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FAQ about this NCT record

Is NCT07923825 still recruiting?

The sponsor posted status “Recruiting” on ClinicalTrials.gov at last ingest. Sites can pause independently. Confirm with the official record and the listed contact.

What phase is NCT07923825?

Not a traditional drug phase. Phase labels are FDA/ICH categories applied to the registry Phase field. They are not a finding that this study succeeded.

Can PlainTrials tell me if I qualify for NCT07923825?

No. The inclusion and exclusion lists on this page are readable extracts of the public eligibility block. Only the study team can screen you.

How to read a ClinicalTrials.gov record · Questions to ask the coordinator · Glossary