NCT06819618Recruiting
Prediction of Heart-Failure with Machine Learning
Predicting Heart Failure Recovery by Wearables and Machine Learning
Source: ClinicalTrials.gov · Last updated 11 Feb 2025 · Not updated for over 12 months - ask the site whether it is still open
Brief summary (registry, in English)
In this monocentric observational study the research question is to what extent data collected via Apple Watch can predict the heart failure status of decompensated HF patients. For this purpose, physiological data from the Apple Watch (such as single-lead electrocardiogram, SpO2, respiratory rate, step count, nighttime temperature, etc.) will be extracted and used as predictor variables to forecast outcomes like risk of decompensation and rehospitalization within the follow-up period. Since this is a data-driven study, additional data collected as part of guideline-compliant treatment will also be included.
- Status (registry)
- Recruiting
- Study type
- Observational
- Enrollment
- 32 (estimated)
- First submitted
- 5 Jan 2025
- Start date
- 1 Apr 2024
- Primary completion date
- 31 May 2025
- Lead sponsor
- University Medical Center Goettingen
- Diseases
- Heart failure
- NCT number
- NCT06819618
What you commit to
- Study type: Observational
- Planned participants: 32
- From 1 Apr 2024 to the primary completion date, 31 May 2025
- 1 site in 1 country
- Visits and tests: ask the trial team, the registry does not list them
Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.
Who cannot take part
Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.
Other illness
- life expectancy under 6 months due to non-cardiac conditions
Other
- inability to use smartwatch
- severe valvular lesions
Who the study is looking for
- age over 17
- HFrEF with LV-EF under 41
- hospitalized for decompensated heart failure with a) nTproBNP over 1000 AND b) willing to participate AND c) at least one out of three clinical signs (edema, pleural effusion, ascites)
Age in the registry: 18 years to - · Sex: All · Does not accept healthy volunteers
Sites (1)
Sites in registry order. Pick your city on the disease page to sort them by distance.
| Site | City | Country | Site status |
|---|---|---|---|
| University Medical Center Goettingen Coordinator of this site? Confirm its status | Goettigen | Germany | Recruiting |
This page is information, not medical advice. Discuss any trial with your doctor.