Electrocardiography

Electrocardiograms (ECG) are a primary cardiac diagnostic test that measures the electrical activity in heart to identify overall cardiac function, arrhythmias and areas of ischemia and infarct. Standard 12-lead ECG breaks the 3D structure of the heart into 12 zones, each showing the electrical activity in that specific area of the heart. This narrows down areas where there are issues with coronary artery disease or electrophysiology issues. Many ambulatory heart monitors and consumer-grade ECG monitors use fewer leads so are less specific as to cardiac conditions or location of abnormal heart rhythms, but can show an issue that requires further diagnostic testing or treatment.

The rapid rise of artificial intelligence (AI) has helped cardiologists, radiologists, nurses and other healthcare providers embrace precision medicine in a way that ensures more heart patients are receiving personalized care.

AI helps cardiologists deliver personalized healthcare—but there is still plenty of work to do

A new scientific statement from the American Heart Association explores the many ways AI and machine learning are being used to improve care for heart patients.

March 7, 2024
Newsweek ranked the 50 best heart hospitals in the world

One-stop cardiology clinic opens, offering same-day CVD diagnoses

The new healthcare facility is the first of its kind, offering same-day cardiac imaging scans, cardiologist consultations and diagnoses. 

October 12, 2023
AI artificial intelligence stethoscope doctor

AI model outperforms researchers’ ‘wildest dreams’ with accurate heart attack assessments

The algorithm, developed using data from more than 7,00 chest pain patients, performed better than multiple techniques currently used to evaluate cardiac events. 

June 30, 2023
Artificial intelligence (AI) analysis from a remote ECG monitor showing the AI generated report on the Philips Cardiologs system, during a demonstration of the technology at Heart Rhythm 2023. Photo by Dave Fornell

AI correctly IDs ventricular arrhythmias in 88% of patients with sustained VT

New research suggests AI could offer physicians a new, state-of-the-art approach to sudden cardiac arrest risk management.

May 24, 2023
The proliferation of artificial intelligence (AI) in healthcare includes numerous algorithms for electrophysiology (EP). Jagmeet Singh, MD, Professor of Medicine, Harvard Medical School, and founding director of the Resynchronization and Advanced Cardiac Therapeutics Program and Mass General Hospital, spoke with Cardiovascular Business at Heart Rhythm 2023 to explain how AI is being used in EP. #HRS2023 #HRS #AI

AI gaining popularity in electrophysiology

There are now numerous AI algorithms for electrophysiology. Jagmeet Singh, MD, examined how this advanced technology is being applied.

May 24, 2023
Tiny fragments of plastic are commonly found deep inside the human body. Heart surgery, it seems, is one of many ways these microplastics are reaching their destination.  Surgeons Operating On Patient

AI model predicts risk of post-operative AFib

Post-operative atrial fibrillation was once viewed as a fairly insignificant issue, but more recent research suggests it can increase a patient’s risk of multiple adverse events. 

February 3, 2023

The power of AI: Advanced algorithm IDs heart issues using Apple Watch data

A team of Mayo Clinic specialists led the analysis, sharing their findings in Nature Medicine.

November 23, 2022
Tablet projecting metaphorical medical hologram

AI-powered ECG screening boosts patient outcomes—when clinicians give it a chance

New research out of Mayo Clinic found that clinicians who listened to AI-based treatment recommendations were more successful at identifying patients with low ejection fraction. 

November 3, 2022

Around the web

Five of the largest U.S. medical societies focused on cardiovascular health are one step closer to seeing their paradigm-shifting proposal become a reality.

The Society for Cardiovascular Angiography & Interventions and Society of Thoracic Surgeons have both shared statements in support of the ban, which is already being challenged in court. The American Hospital Association, meanwhile, opposes the policy shift, saying it “errs by seeking to create a one-size-fits-all rule”

Alison Bailey, MD, co-chair of the business of cardiology sessions at ACC.24, emphasized that reimbursement cuts can have a long-term negative impact on patient. 

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