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.

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.
The future of cardiology: 5 potentially game-changing AI studies from AHA 2023
AI was one of the biggest stories at the American Heart Association’s Scientific Sessions 2023 conference in Philadelphia. Researchers presented new data about heart attack care, voice recognition algorithms, digital stethoscopes and more.
AI spots critical heart defects missed by the human eye
“If we can deploy our model on a population-level ECG screening, we would be able to pick up many more of these patients before they have irreversible damage,” a cardiologist behind the new study explained.
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.
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.

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

AI cardiology heart artificial intelligence deep learning

The future of cardiology: 5 potentially game-changing AI studies from AHA 2023

AI was one of the biggest stories at the American Heart Association’s Scientific Sessions 2023 conference in Philadelphia. Researchers presented new data about heart attack care, voice recognition algorithms, digital stethoscopes and more.

November 13, 2023

artificial intelligence AI deep learning ChatGPT OpenAI Microsoft Google

AI spots critical heart defects missed by the human eye

“If we can deploy our model on a population-level ECG screening, we would be able to pick up many more of these patients before they have irreversible damage,” a cardiologist behind the new study explained.

August 17, 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

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

May 24, 2023

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