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.
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
- Conditions the study is for
- Atrial Fibrillation, Arrhythmias, Cardiac, Cardiovascular Diseases
- 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.
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 group | Role | What 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.
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
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)
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
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
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
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
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
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
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
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.
- First posted9 Jul 2020
- Study start6 Jul 2020
- Primary completion15 Mar 2021
- Study completion1 Jun 2027 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Other trials for Atrial FibrillationStudies of the same condition, open and under way.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
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)
Sponsor and investigators
- Lead sponsor
- Withings
- Sponsor type
- Industry (pharma, biotech, devices)
- Responsible party
- Sponsor
- Investigators
- David Campo, PhD, Study director, Withings
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.
Study at a glance
From the registry record, last updated by the sponsor on 18 Feb 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Validation Study of WITHINGS BPM Core for the Detection of Atrial Fibrillation
- ClinicalTrials.gov ID
- NCT04464499
- Acronym / sponsor ID
- Core AF / 2019-A03346-51
- Keywords
- atrial fibrillation, arrhythmia, cardiac, cardiovascular disease, heart disease, wearable electronic device, ECG, blood pressure monitor, electrocardiography
- Study type
- Observational
- Recruitment status
- Active, not recruiting
- Enrolment
- 160 participants (estimated)
- Lead sponsor
- WithingsIndustry (pharma, biotech, devices)
- Study start
- 6 Jul 2020 (actual)
- Primary completion
- 15 Mar 2021 (actual)
- Study completion
- 1 Jun 2027 (estimated)
- First posted
- 9 Jul 2020 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
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).
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.
Study design
- Observational model
- Cohort
- Time perspective
- Prospective
- Number of arms
- 2
| Arm | Type | Receives |
|---|---|---|
| atrial fibrillation (AF) | – | Diagnostic Test: ECG measurementPatients diagnosed with AF during reference ECG |
| sinus rhythm (SR) | – | Diagnostic Test: ECG measurementPatients diagnosed with SR during reference ECG |
Who may qualify
- Ages
- 18 to 100 years
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- in and out patients from cardiology services
Key inclusion criteria (4 listed)
- 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
Key exclusion criteria (13 listed)
- Vulnerable subject with regard to regulations
- 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
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| ECG measurementSimultaneous recording of a single-lead ECG signal with the Withings BPM Core and ECG signal for the reference 12-lead ECG | Diagnostic test | atrial fibrillation (AF), sinus rhythm (SR) |
Primary outcome
Sensitivity of the automatic classification in AF by BPM Core single-lead ECG against reference 12-lead ECG
Time frame: 1 year
sensitivity from the 2x2 confusion matrix AF vs 'non-AF'
Sensitivity of the automatic classification in AF by BPM Core single-lead ECG against reference 12-lead ECG
Time frame: 1 year
sensitivity from the 2x2 confusion matrix NSR vs 'non-NSR'
8 secondary outcomes
Sensitivity of the cardiologists' classification in AF from the BPM Core ECG
Time frame: 1 year
Sensitivity of the cardiologists' classification in SR from the BPM Core ECG
Time frame: 1 year
Accuracy of the visibility of P-waves of single-lead ECG from BPM Core
Time frame: 1 year
Accuracy of the positivity of P-waves of single-lead ECG from BPM Core
Time frame: 1 year
Accuracy of the visibility of QRS-complexes of single-lead ECG from BPM Core
Time frame: 1 year
Accuracy of the positivity of QRS-complexes of single-lead ECG from BPM Core
Time frame: 1 year
Accuracy of the visibility of T-waves of single-lead ECG from BPM Core
Time frame: 1 year
Accuracy of the positivity of T-waves of single-lead ECG from BPM Core
Time frame: 1 year
Results and safety
This study is still under way. Results are not available in the source record yet.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 18 Feb 2026.
- Individual participant dataSharing planned: 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.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
David Campo, PhD study director
Withings
2 sites in 1 country: see every site and its status.
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.