Apple Watch Data for Predicting Heart Failure
Prediction of Heart-Failure with Machine Learning
Recruiting
Observational Study
Heart Failure with Reduced Ejection Fraction
Heart Failure
Heart Failure，Congestive
Heart Failure Acute
Heart Failure; with Decompensation
No Placebo Group
Every participant receives an active treatment — no one gets a placebo.
No Study Drug
Researchers observe your health over time — no experimental treatment is given.
At a Glance
- Age
- 18 and older
- Sex
- Any
- Study type
- Observational
- Participants needed
- 32 (estimated)
- Sponsor
- University Medical Center Goettingen · Other
Who this trial is looking for
This trial is looking for people over 17 years old who have been hospitalized for heart failure. Participants will wear an Apple Watch that will collect health data to help predict heart failure-related issues.
Are You a Good Fit for This Trial?
You may be able to join if
- I am over 17 years old
- I have heart failure with reduced ejection fraction
- I have been hospitalized for heart failure
- I have a blood marker level over 1000
- I am willing to participate
- I have at least one clinical sign, like swelling or fluid buildup
You may not be able to join if
- I have a life expectancy of less than 6 months due to non-heart-related conditions
- I cannot use a smartwatch
- I have severe heart valve problems
Summarized in plain language from this trial's official eligibility criteria. The full criteria are further down this page — only the research team can confirm whether you qualify.
Think this trial could be right for you?
Answer a few quick questions to see if you may meet the eligibility requirements.
Check Your Eligibility
About This Trial
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 foreca…
Trial Locations
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Eligibility Criteria
Inclusion Criteria:
* 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)
Exclusion Criteria:
* life expectancy under 6 mo…
Contacts