NCT07428694 From Bench to Bedside: A Machine Learning Tool for the Detection of Inspiratory Leak
| NCT ID | NCT07428694 |
| Status | Recruiting |
| Phase | — |
| Sponsor | University of Oslo |
| Condition | Chronic Respiratory Failure |
| Study Type | OBSERVATIONAL |
| Enrollment | 20 participants |
| Start Date | 2025-10-01 |
| Primary Completion | 2026-10-01 |
Eligibility & Interventions
Eligibility Fast-Check
Enter your details for a quick preliminary check. This does not replace medical advice.
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 20 participants in total. It began in 2025-10-01 with a primary completion date of 2026-10-01.
⚠ 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
Study of the applicability of machine learning tools in detecting inspiratory leakage in longterm non-invasive ventilation. The study was conducted in two stages. Firstly the ML model was trained on both bench model created scenarios and then ten patients. And secondly the success of the model was assessed in a proof of concept pilot study of ten patients.
Eligibility Criteria
Inclusion Criteria: * elective hospitalisation for control of non-invasive ventilation * use of ResMedLumis 100/150 ventilator * treatment for \>3 months Exclusion Criteria: * current exacerbation
Frequently Asked Questions
Who can join the NCT07428694 clinical trial?
This trial is open to participants of all sexes, aged 18 Years or older, studying Chronic Respiratory Failure. Full inclusion and exclusion criteria are listed in the Eligibility Criteria section. Always confirm your eligibility with the research team before applying.
Is NCT07428694 currently recruiting?
Yes, NCT07428694 is actively recruiting participants. Visit ClinicalTrials.gov or contact University of Oslo to inquire about joining.
Where is the NCT07428694 trial being conducted?
This trial is being conducted at Oslo, Norway.
Who is sponsoring the NCT07428694 clinical trial?
NCT07428694 is sponsored by University of Oslo. The trial plans to enroll 20 participants.