Foundation Model for Post-MI Cardiovascular Event Alert Using Huawei Watch
Effect of Smartwatch Along With Foundation Model for the Monitoring and Management of Acute Myocardial Infarction Patients During Outpatient Cardiac Rehabilitation After Percutaneous Coronary Intervention: Protocol for a Randomised Controlled Multicentre Trial
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interventional
1,050
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Brief Summary
The goal of this randomized controlled trial is to evaluate whether a HUAWEI smartwatch integrated with a foundation model can enhance daily monitoring and management of AMI patients during outpatient cardiac rehabilitation after PCI. Can a HUAWEI smartwatch with a foundation model improve daily monitoring/management of post-PCI AMI patients during 3-month outpatient CR, vs routine management or smartwatch without AI? Does the AI-enabled smartwatch (Intervention I) reduce 3-month cardiovascular-related hospital/emergency visits vs the other two groups? Do smartwatches (with/without AI) enhance quality of life and activity function post 3-month CR? Does the AI-enabled smartwatch lower 1-year major adverse cardiovascular events (MACEs) and related hospital/emergency visits vs other groups? How accurate is the AI-enabled smartwatch's alert system (vs hospital diagnostic results) for cardiovascular abnormalities? What is the usability of the AI-enabled smartwatch for patients and doctors? Participants will: Sign informed consent; complete baseline exams (MET, SF-36, 6-minute walk, exercise tolerance test) and questionnaires (demographics, medical history, medications). Receive 3-month outpatient CR. Attend follow-ups; report all adverse events promptly. Intervention I (AI-Enabled Smartwatch) group Wear the smartwatch continuously for 3 months (sleep wear recommended); actively collect ≥30s ECG via the watch's crown. Pause activity if heart rate exceeds anaerobic threshold; adjust exercise intensity if METs mismatch prescription. Contact doctors immediately upon receiving abnormality alerts (e.g., heart failure); follow expert recommendations for further care; complete usability questionnaires. Intervention II (Non-AI Smartwatch) group Wear the smartwatch continuously for 3 months (sleep wear recommended) to track activity/sleep, monitor real-time heart rate/MET. Pause activity if heart rate exceeds anaerobic threshold; adjust exercise intensity if METs mismatch prescription. Control Group Complete routine outpatient CR and follow-ups (no smartwatch use).
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable coronary-artery-disease
Started Apr 2026
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
January 22, 2026
CompletedFirst Posted
Study publicly available on registry
February 9, 2026
CompletedStudy Start
First participant enrolled
April 1, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
June 1, 2028
February 9, 2026
February 1, 2026
1.8 years
January 22, 2026
February 6, 2026
Conditions
Outcome Measures
Primary Outcomes (1)
Major adverse events
Occurrence of major adverse events (MI, stroke or death)
Three months.
Secondary Outcomes (3)
Motor function
Three months
Quality of life
Three months
Exercise tolerance
Three months
Other Outcomes (1)
Major adverse cardiovascular events-1 year
One year
Study Arms (3)
Intervention I group (the smartwatch with AI assisted group)
EXPERIMENTALSubjects in the intervention group will be required to wear a smartwatch continuously for 3 months. For patients in Intervention group, the smartwatch will record the daily activities and sleep status. Furthermore, for patients in Intervention I group, the pre-trained foundation model will generate preliminary diagnostic suggestion based on the data collected by the smartwatch to remind the appearance of heart failure, myocardial ischemia, arrhythmia, abnormal blood pressure, and abnormal cerebral blood supply.
Intervention II group (smartwatch assisted group)
EXPERIMENTALSubjects in the intervention group will be required to wear a smartwatch continuously for 3 months. For patients in Intervention group, the smartwatch will record the daily activities and sleep status.
Control group ( conventional care)
ACTIVE COMPARATORParticipants will receive routine outpatient CR and follow-up.
Interventions
All patients will receive routine outpatient CR and follow-up. Subjects in the intervention group will be required to wear a smartwatch continuously for 3 months. For patients in Intervention group, the smartwatch will record the daily activities and sleep status. Furthermore, for patients in Intervention I group, the pre-trained foundation model will generate preliminary diagnostic suggestion based on the data collected by the smartwatch to remind the appearance of heart failure, myocardial ischemia, arrhythmia, abnormal blood pressure, and abnormal cerebral blood supply.
All patients will receive routine outpatient CR and follow-up.
All patients will receive routine outpatient CR and follow-up. Subjects in the intervention group will be required to wear a smartwatch continuously for 3 months. For patients in Intervention group, the smartwatch will record the daily activities and sleep status.
Eligibility Criteria
You may qualify if:
- Aged more than equal to 18 years, less than 69 years.
- Discharged within 6 months after PCI for acute myocardial infarction, and haven't received outpatient cardiac rehabilitation;
- %≤EF≤50% and NT-pro BNP ≤500 pg/mL;
- With the history of hypertension;
- Voluntarily joined and signed the informed consent.
You may not qualify if:
- With contraindication for rehabilitation activities include: unstable angina, uncontrolled hypertension (systolic blood pressure\>180 mmHg and/or diastolic blood pressure\>110 mmHg in a quiet state), severe symptomatic heart valve stenosis, uncontrolled heart rate increase (\>130 beats/minute), uncontrolled heart failure, third degree atrioventricular block (without pacemaker implantation), active pericarditis or myocarditis, presence of newly formed embolism (pulmonary or systemic circulation), aortic dissection, acute thrombophlebitis, acute systemic disease or fever, other metabolic abnormalities (such as acute thyroiditis, electrolyte imbalance, uncorrected blood glucose abnormalities or insufficient blood volume), and severe psychological disorders;
- Patients who have a pre-planned staged revascularization procedure (e.g., planned second coronary intervention) following their initial PCI for AMI.
- Tattoos or other substances that affect optical signals on the wrist.
- Coronary heart disease patients at high risk.
- Pregnant women or women planning to become pregnant within the next year.
- Severe arrhythmia, including third degree atrioventricular block, ventricular escape rhythm, severe sinus bradycardia, sick sinus syndrome, supraventricular tachycardia, ventricular tachycardia, atrial fibrillation, atrial flutter, ventricular fibrillation, ventricular flutter.
- Physical disability, blindness, and deafness.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Tongji Hospitallead
- Beijing Anzhen Hospital Affiliated to Capital Medical Universitycollaborator
- Fengtai Rehabilitation Hospital of Beijing Municipality (Tieying Hospital)collaborator
- Beijing Aerospace General Hospitalcollaborator
- First Affiliated Hospital of Harbin Medical Universitycollaborator
- The Third People's Hospital of Chengducollaborator
- Second Hospital of Jilin Universitycollaborator
- Qilu Hospital of Shandong Universitycollaborator
- Guangdong Provincial People's Hospitalcollaborator
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- STUDY CHAIR
Cuntai Zhang, PhD
Wuhan TongJi Hospital
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- OUTCOMES ASSESSOR
- Purpose
- HEALTH SERVICES RESEARCH
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
January 22, 2026
First Posted
February 9, 2026
Study Start
April 1, 2026
Primary Completion (Estimated)
December 31, 2027
Study Completion (Estimated)
June 1, 2028
Last Updated
February 9, 2026
Record last verified: 2026-02