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Artificial Intelligence Applied to ECGs May be First Step in Mass Screening for Subclinical Myocarditis
Global Mass Vaccination Caused Tidal Wave of Sudden Death--ECG May be Key to Risk Prediction
By Peter A. McCullough, MD, MPH
We are in a tsunami of COVID-19 vaccine induced cardiac arrests. Almost everyday another young person dies during sleep or athletic activity. Both of these periods there is a rise of adrenaline which is a known trigger for cardiac arrest in those who have subclinical heart inflammation from COVID-19 vaccines.
Maruyama and Eusako have proposed examination of the baseline ECG before and after COVID-19 vaccination could yield some clues. The appearance of the J-wave early in the repolarization cycle may signify subclinical myocarditis. They extend their hypothesis to say that artificial intelligence applied to a massive number of individuals is very likely to be able to develop algorithms to understand who may be the next unlikely victim of COVID-19 vaccine induced cardiac arrest.
In cardiology, we are looking forward to advanced forms of electrocardiography or other studies that can better help us inform the large numbers of concerned individuals coming forward with regret after COVID-19 vaccination.
In the meantime, if one is concerned about COVID-19 vaccine heart damage, be sure to see a physician and obtain an ECG. It may give important clues to future risk.
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Peter A. McCullough, MD, MPH
President, McCullough Foundation
Cadegiani FA. Catecholamines Are the Key Trigger of COVID-19 mRNA Vaccine-Induced Myocarditis: A Compelling Hypothesis Supported by Epidemiological, Anatomopathological, Molecular, and Physiological Findings. Cureus. 2022 Aug 11;14(8):e27883. doi: 10.7759/cureus.27883. PMID: 35971401; PMCID: PMC9372380.
Maruyama T, Uesako H. Lessons Learnt from Case Series of Out-of-hospital Cardiac Arrest and Unexpected Death after COVID-19 Vaccination. Intern Med. 2023 Aug 23. doi: 10.2169/internalmedicine.2298-23. Epub ahead of print. PMID: 37612082.