Integrating AI in Cardiology Practice

Cardiac wearables and remote monitoring are rapidly expanding the volume and timeliness of rhythm and physiologic data. This session reviews how AI-enabled ECG and wearable signals can move from retrospective model development to prospective, pragmatic trials (e.g., portal-enabled and device-based screening). We will highlight practical workflow integration, implementation pitfalls, and strategies to translate predictions into improved outcomes.

CME/CE Information

1.00 AMA PRA Category 1 Credits™, 1.00 ABIM MOC or 1.00 AANP

Release Date: 3/4/2026

Expiration Date: 6/2/2026

Topics

Cardiology

Faculty

Peter Noseworthy, M.D., M.B.A., FHRS

Learning Objectives

Interpret key performance and clinical-utility concepts for AI-ECG and wearable screening (e.g., risk thresholds, downstream testing, and diagnostic yield)
Apply an evidence-based approach to integrating wearable/remote-monitoring outputs into clinical workflows, including managing false positives, confirmatory testing, and escalation pathways
Describe how device-enabled prospective trials (e.g., Apple Watch monitoring in high-risk patients identified by AI-ECG) can operationalize screening and follow-up at scale
Identify implementation requirements for sustainable AI adoption (EHR integration, team-based care, and governance for monitoring performance over time)

Faculty

Peter Noseworthy, M.D., M.B.A., FHRS

Professor of Medicine, Cardiac Electrophysiology, Department of Cardiovascular Medicine, Medical Director, Department of Business Development, Mayo Clinic, Rochester, MN

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Disclosures

The following relevant financial relationships have been disclosed by those in a position to influence the content of this activity. All have been mitigated by Pri-Med Institute

Faculty Name: Faculty Disclosure here

CME/CE Information

AMA PRA Category 1 Credits™

Accreditation Statement

Pri-Med Institute is accredited by the Accreditation Council for Continuing Medical Education (ACCME) to provide continuing medical education for physicians.

Designation Statement

Pri-Med Institute designates this live activity for a maximum of 1.00 AMA PRA Category 1 Credit™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

AANP

Accreditation Statement

Pri-Med Institute is accredited by the American Association of Nurse Practitioners^® as an approved provider of nurse practitioner continuing education. Provider number: 040308.

Designation Statement

This activity is approved for X.XX contact hour of continuing education, which includes X.XX hours of pharmacology.

MOC Credit Information

Successful completion of this CME activity, which includes participation in the evaluation component, enables the participant to earn up to 1.00 Medical Knowledge MOC point in the American Board of Internal Medicine's (ABIM) Maintenance of Certification (MOC) program. Participants will earn MOC points equivalent to the amount of CME credits claimed for the activity. It is the CME activity provider's responsibility to submit participant completion information to ACCME for the purpose of granting ABIM MOC credit.

Instructions for Obtaining Credit

Once you have completed the activity, please click the "next" button to advance to the post-activity assessment. To complete this activity and claim credit, you must answer X out of the Y questions correctly. If you are not successful after your first attempt, you will be given an opportunity to reflect upon the answer rationales and have the opportunity to review the educational content before proceeding. Once you have selected your answers, click the "submit" button to complete the evaluation questions and proceed to the claim credit screen. For PAs, the NCCPA accepts for Category 1 CME credit activities designated for AMA PRA Category 1 Credit.

Fine Print

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Disclaimer

The opinions, ideas, and recommendations expressed in this educational activity are those of the faculty only and are not necessarily endorsed by, nor do they necessarily reflect, those of their affiliated institutions, Pri-Med Institute, Pri-Med Institute Advisory Boards and Consultants, DBC Pri-Med, LLC.

Clinical judgment must guide each clinician in weighing the possible risks, benefits, or contraindications of any diagnostics, interventions or treatments discussed. Clinicians should review manufacturers’ product information and consider these with the recommendations of other authorities when applying the assessment and/or clinical management strategies discussed in this activity to the care of their patients.

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Disclosures and Conflict of Interest
Pri-Med Institute requires all individuals in a position to influence educational content for Pri-Med Institute-certified CME/CE activities to disclose personal financial relationships with commercial interests or ineligible companies prior to contributing to its educational activities. Pri-Med Institute assesses disclosed relationships and follows a defined process to mitigate real or implied conflicts to ensure, to the best of its ability, that all educational content is free of commercial bias. All relevant financial relationships have been mitigated Financial disclosures for everyone in control of educational content are provided before the start of each CME/CE activity.

Discussion of Off-Label Uses and Investigational Products
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