AI system
- System
-
Consumer wearable device with smartphone-linked rhythm-strip recording (brand and model not stated)
- Model
-
Not assessed
- Release
-
Not assessed
- Application developer
-
Not stated (the report does not name the device's maker)
- Role
-
Not assessed
- Configuration
-
Not assessed
- Inputs and outputs
-
Not assessed
- Autonomy
-
Not assessed
- Workflow
-
A wearer who records rhythm strips on a consumer wearable during symptomatic episodes over an extended period. A clinician (here a cardiologist friend, then the clinic) willing to accept those strips as documentation of paroxysmal AF. A referral pathway that treats the documentation as sufficient to proceed to ablation without repeat 30-day monitoring.
- Human oversight
-
Not assessed
- Relation to AI
-
The documented benefit came from wearable recordings and clinical interpretation. An AI contribution is unconfirmed. [1]
- AI contribution
-
The wearable recorded heart rhythms that clinicians interpreted as atrial fibrillation. Those recordings let them proceed without further monitoring. The report does not establish that an automated classifier contributed. [1]
Benefits
- Outcome identifiers
-
Not assessed
- Benefit
-
Virginia family physicians report that AF episodes a 59-year-old recorded on a consumer wearable, confirmed by a cardiologist, expedited referral and ablation; AF-free off drugs at follow-up.
- Category
-
Improved Physical Health
- Status
-
Not assessed
- Beneficiary groups
-
People. Organizations.
- Beneficiaries
-
Not assessed
- Reach
-
Not assessed
- Distribution and access
-
Not assessed
- Duration
-
Not assessed
- Expected?
-
Yes
- Costs and harms
-
Not assessed
Measurement
- Studies
-
Not assessed
- Study design
-
Not assessed
- Measurement
-
Not assessed
- Setting and sample
-
Not assessed
- Measures
-
Not assessed
- Comparison
-
Assumed alternative: repeat 30-day ambulatory cardiac monitoring
- Results
-
Assumed comparison. Reference: it was recommended that the patient undergo continued cardiac monitoring for 30 days to attempt to document the arrhythmia. Result: his care was able to be expedited straight to discussing treatment options.
- Additional value from AI
-
Not assessed
- Limitations
-
Not assessed
- Denominators
-
Not assessed
- Materials for replication
-
Not assessed
Money
- Kind of value
-
Not assessed
- Amount
-
Not assessed
- Currency and prices
-
Not assessed
- Period and unit
-
Not assessed
- Realization
-
Not assessed
- Recipients and payers
-
Not assessed
- Gross or net
-
Not assessed
- Included costs
-
Not assessed
- Comparison
-
Not assessed
- Method
-
Not assessed
- Return and payback
-
Not assessed
People and places
- Participants
-
Developer: Not stated (the report does not name the device's maker).
- Jurisdictions
-
Benefit: Newport News, Virginia,
United States (corresponding author's clinic; the case text does not name the clinic). - Ownership and control
-
Not assessed
- Dependencies
-
Not assessed
- Cross-border connections
-
Not assessed
- Geopolitical implications
-
Not assessed
Follow-up
- Conditions for replication
-
The episodes are frequent and long enough to be captured on a user-triggered device. The wearer has the device, the smartphone and the skills to record and share the strips (the authors list these as barriers for other patients).
- Replication attempts
-
1 follow-up entries. Benefit recurred: 1.
- Later findings
-
The July 2026 report is the only account; its follow-up (asymptomatic and AF-free without antiarrhythmic therapy) is undated and nothing published later was found.
- Availability
-
Not assessed
- Institutional decision
-
Not assessed
- Grounds
-
Not assessed
- Action and result
-
Not assessed
- Success criterion
-
Not assessed
Evidence
- Source numbers
-
AIBD-0292-source-0001
- Citations
-
Numbered references below. [1]
- Language
-
Not assessed
- Source relationships
-
Independent [1]
- Original evidence
-
The treating authors describe the wearable recordings, referral, ablation, recurrence, and later symptom resolution. Their clinical account is independent of any named manufacturer, but it does not establish an AI contribution. [1]
- Access and versions
-
The clinical report describes physicians interpreting wearable recordings. It does not identify the device, report an algorithm’s classification, or quantify the time and cost saved. [1]
- Supported findings
-
Not assessed
- Evidence links
-
Not assessed
- Evidence strength
-
Not assessed
- Missing evidence
-
Not assessed
Grades
- Assessed benefits
-
People. Organizations.
- Depth
-
People: 2. Organizations: 1.
- Reasons
-
People: The patient's own recordings replaced repeat 30-day monitoring and took him directly to ablation. After it he was asymptomatic and AF-free off antiarrhythmics. That is material relief of a two-year symptom burden, with the authors' note that ablation is not curative. Organizations: The authors say the approach minimized the burden and costs of redundant diagnostic processes by avoiding repeat ambulatory monitoring. No figure is given.
- Observed or intended
-
Not assessed
- Rubric
-
Not assessed
- Assessor and date
-
Not assessed
- Alternative assessments
-
Not assessed
- Fill
-
Independently studied [1]
Entry details
- Kind
-
Not assessed
- Related entries
-
Not assessed
- Field
-
Healthcare (cardiology; primary care). Consumer wearables.
- Purpose
-
Consumer wearables with electrocardiogram (ECG) recording are built to let wearers capture their rhythm during symptoms. Using those strips to document paroxysmal AF and shorten the path to ablation was that purpose.
- Dates
-
Source published: 24 July 2026. Updated: 24 October 2026. [1]
- Stage
-
Not assessed
- Version
-
SHA-256: f89aa5f70b0c…
References
- Other identifiers
-
Not assessed
- Category mappings
-
Not assessed
- Brief
-
Not assessed
- Revisions
-
6 revisions. Latest: 24 October 2026. [1]
Sources
-
Case report Independent author
Elliott JS, Hagen AH (2026). Consumer Wearable Device Leads to Expedited Diagnosis and Treatment of Paroxysmal Atrial Fibrillation. Osteopathic Family Physician 18(3):56-59. doi:10.33181/18308. Case presentation, p. 57; discussion and limitations, pp. 58–59.
Original clinical account documents rhythm capture, expedited referral, ablation, recurrence and later symptom resolution. Printed p. 57, Case Presentation; pp. 58–59, Discussion, Tables 1–2 and references.
Clinical authors report their own case, independently of any named manufacturer. No AI classifier is identified.