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Atrial FibrillationCore AFNCT04464499

Validation Study of WITHINGS BPM Core for the Detection of Atrial Fibrillation

An observational study of Atrial Fibrillation and Arrhythmias, Cardiac, run by Withings at 2 sites in France.

Active, not recruiting

Under way, not looking for participants. Everyone needed has enrolled. The study is still running.

Official record
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Trial summary

The proposed clinical study aims to validate the diagnostic performance, compared to a reference ECG, of the electrocardiographic function of the BPM Core developed by Withings for the automatic identification of atrial fibrillation (AF). Read more about this study

Who is it for?
Ages 18 to 100 years
What is being tested?
ECG measurement
How many people
160 participants
Where
2 sitesFrance
Study dates
6 Jul 2020to 1 Jun 2027
Phase
Observational
Are there results?
Not yet: the study is under way

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 to 100 years
  • All sexes
  • No healthy volunteers
  • Adult, Older adult

Study population: in and out patients from cardiology services

Who may be able to join

  • male or female who are 18 years or older
  • Subject who signed the written informed consent form,
  • Able to communicate effectively with and follow instructions from the study staff
  • Person with an arm circumference between 22 and 42 cm

Who cannot join

  • Vulnerable subject with regard to regulations
  • Pregnant, parturient or breastfeeding woman,
  • Subject who is deprived of liberty by judicial, medical or administrative decision,
  • Underage subject,
  • Legally protected subject, or subject who is unable to sign the written informed consent form,
  • Subject who is not beneficiary or not affiliated to a social security scheme,
Show all 13Show fewer
  • Subject within several of the above categories,
  • Subject who refused to participate in the study,
  • Subject in linguistic or psychic incapacity to sign a written informed consent form,
  • Subject in physical incapacity to wear a blood pressure monitor
  • Subject with electrical stimulation by pacemaker
  • Significant tremor that prevents subject from being able to hold still
  • Known sensitivity to medical adhesives, isopropyl alcohol, or ECG electrodes

Trial locations and contacts

2 sites in 1 country.

France2 sites
  • ICPC Floréale

    Bagnolet, 93170

  • ICPC Turin

    Paris, 75004

Other trials in France

About this study

The proposed clinical study aims to validate the diagnostic performance, compared to a reference ECG, of the electrocardiographic function of the BPM Core developed by Withings for the automatic identification of atrial fibrillation (AF).

Read the detailed description

BPM Core is a blood-pressure monitor with an build-in single-channel electrocardiogram similar to a lead I.

Primary objective:

The primary objective is to demonstrate that Withings BPM Core has acceptable sensitivity and specificity in the automatic identification of AF and SR in comparison with a gold-standard diagnosis from a 12-lead ECG by board certified cardiologists.

The algorithm classifies the device signals into four categories: normal sinus rhythm (RSN), AF, arrhythmia other than AF, or non-interpretable. The latter category includes signals of insufficient quality to be interpreted with confidence.

This classification will be compared to the diagnosis made by three independent, blinded cardiologists based on a 12-lead ECG. The final diagnosis retained will be decided by majority with adjudication by a consensus of 3 to 6 cardiologists. The sensitivity and specificity of the device will then be estimated.

Secondary objectives:

The first secondary objective is to assess the quality of tracings of the BPM Core armband thanks to a qualitative and quantitative comparison between BPM Core tracings and reference ECG ones, based on clinical evaluation criteria.

Firstly, three independent cardiologists who have not performed or read the reference ECG and do not know the patient's clinical files will make a diagnosis from the recordings from the BPM Core. There will be a majority vote to select the diagnosis. The cases where the three readers reached three different diagnosis will be reviewed by a panel of 3 to 6 board certified cardiologists who will decide by consensus. Sensitivity and specificity will be calculated relative to the reference ECG.

Secondly, quantitative analyses will be performed to assess the quality of ECG tracings provided by Withings BPM Core and its software, as follows:

  • The visibility and polarity of the ECG waves (namely P-waves, QRS complexes and T-waves) will be determined by the cardiologists for each lead I signals recorded with Withings BPM Core and with the 12-channel ECG device. The assessment will be made on the 5th complete beat of the recording. For each of the waves (P, QRS and T), the agreement of visibility and the agreement of polarity (when both are visible) between the signals of Withings BPM Core and the reference ECG device will be computed.
  • The duration of the main ECG intervals (namely QT interval, QRS width and PR interval) will be determined by the cardiologists for each lead I signal recorded by Withings BPM Core and the 12-channel ECG device. The measurement will be made with a caliper on the 5th complete beat of the recording. For each interval (QT, QRS, PR), the difference of length between the signals of Withings BPM Core and the reference ECG device will be computed.
  • The heart rate will be first determined by the cardiologists for each lead I signal (recorded by Withings BPM Core and the 12-channel ECG device) which are diagnosed as NSR. The heart rate difference between the signals of Withings BPM Core and the reference ECG device will be computed. Second, the heart rate of the signals recorded with the BPM Core will be computed by the Withings software. The difference between the heart rate estimated by Withings software on Withings BPM Core signals and the heart rate determined by the cardiologists on the lead I signal from the ECG reference device will also be calculated.

The sponsor will make sure that the same cardiologist will not be asked to annotate both a Withings BPM Core signal and the corresponding lead I signal from the 12-channel ECG device. The sponsor will then centralize the annotations of Withings BPM Core tracings and of the ECG reference lead I signals and perform agreement calculations on synchronous pairs.

The second secondary objective is to verify the safety of use of the device by analyzing adverse effects.

The safety of use of the device will be assessed by the number of adverse effects.

Being tested
ECG measurement
Keywords
atrial fibrillation, arrhythmia, cardiac, cardiovascular disease, heart disease, wearable electronic device, ECG, blood pressure monitor, electrocardiography
Medical subject headings
Atrial Fibrillation, Arrhythmias, Cardiac, Cardiovascular Diseases, Heart Diseases

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • ECG measurementDiagnostic test

    Simultaneous recording of a single-lead ECG signal with the Withings BPM Core and ECG signal for the reference 12-lead ECG

Study groups in NCT04464499
Study groupRoleWhat they receive
atrial fibrillation (AF)Patients diagnosed with AF during reference ECG
Receives: Diagnostic Test: ECG measurement
sinus rhythm (SR)Patients diagnosed with SR during reference ECG
Receives: Diagnostic Test: ECG measurement

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Sensitivity of the automatic classification in AF by BPM Core single-lead ECG against reference 12-lead ECG

    sensitivity from the 2x2 confusion matrix AF vs 'non-AF'

    Measured: 1 year

  2. Sensitivity of the automatic classification in AF by BPM Core single-lead ECG against reference 12-lead ECG

    sensitivity from the 2x2 confusion matrix NSR vs 'non-NSR'

    Measured: 1 year

Secondary outcomes (8)
  1. Sensitivity of the cardiologists' classification in AF from the BPM Core ECG

    sensitivity from the 2x2 confusion matrix AF vs 'non-AF'

    Measured: 1 year

  2. Sensitivity of the cardiologists' classification in SR from the BPM Core ECG

    sensitivity from the 2x2 confusion matrix NSR vs 'non-NSR'

    Measured: 1 year

  3. Accuracy of the visibility of P-waves of single-lead ECG from BPM Core

    (true positives + true negatives)/(sample size) from the 2x2 confusion matrix

    Measured: 1 year

  4. Accuracy of the positivity of P-waves of single-lead ECG from BPM Core

    (true positives + true negatives)/(sample size) from the 2x2 confusion matrix

    Measured: 1 year

  5. Accuracy of the visibility of QRS-complexes of single-lead ECG from BPM Core

    (true positives + true negatives)/(sample size) from the 2x2 confusion matrix

    Measured: 1 year

  6. Accuracy of the positivity of QRS-complexes of single-lead ECG from BPM Core

    (true positives + true negatives)/(sample size) from the 2x2 confusion matrix

    Measured: 1 year

  7. Accuracy of the visibility of T-waves of single-lead ECG from BPM Core

    (true positives + true negatives)/(sample size) from the 2x2 confusion matrix

    Measured: 1 year

  8. Accuracy of the positivity of T-waves of single-lead ECG from BPM Core

    (true positives + true negatives)/(sample size) from the 2x2 confusion matrix

    Measured: 1 year

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted9 Jul 2020
  2. Study start6 Jul 2020
  3. Primary completion15 Mar 2021
  4. Study completion1 Jun 2027 (estimated)

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Observational
Observational model
Cohort
Time perspective
Prospective
Enrolment
160 participants (estimated)
IDs, dates and publications
ClinicalTrials.gov ID
NCT04464499
Sponsor's protocol ID
2019-A03346-51
Acronym
Core AF
Status last verified
Feb 2026
First submitted
3 Jul 2020
Last updated
18 Feb 2026
Results posted
No
Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
Individual data sharing
No: Individual patient data (IPD) are considered as confidential in this study. After the end the final quality control, the database will be frozen and all the IPD will be archived.

Questions about this trial

What is this clinical trial studying?

An observational study of Atrial Fibrillation and Arrhythmias, Cardiac, run by Withings at 2 sites in France.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 4 inclusion and 13 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: under way, not looking for participants, as of the sponsor's last update on 18 Feb 2026. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 2 sites in France. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

This study is still under way. Results are not available in the source record yet.

How can a doctor refer a patient or contact the research team?

The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Sensitivity of the automatic classification in AF by BPM Core single-lead ECG against reference 12-lead ECG (time frame: 1 year). The study lists 2 primary outcomes in all. It is what the study was designed to measure, not a finding.

Where can I read the original study information?
Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 18 Feb 2026.

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