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The Cardiovascular CME podcast is a new educational offering from Mayo Clinic, featuring content geared towards physicians, physician assistants, and nurse practitioners who are interested in exploring a multitude of cardiology-related topics. Tune in and subscribe to explore today’s most pressing cardiology topics with your colleagues at Mayo Clinic and gain valuable insights that can be directly applied to your practice. No CME credit offered for podcast episodes at this time.
Episodes
Tuesday Nov 05, 2024
Tuesday Nov 05, 2024
An AI-ECG Algorithm for Left Ventricular Diastolic Dysfunction
Guest: Jae Oh, M.D.
Host: Anthony H. Kashou, M.D.
Diastolic function assessment is crucial in diagnosing, managing, and predicting outcomes in various cardiac conditions. It provides insight into heart health, particularly in diagnosing heart failure. Shortness of breath, a common patient complaint, often indicates elevated diastolic filling pressure if linked to a cardiac condition. Echocardiography is the primary method for assessing diastolic function, but it is operator-dependent and not always available. In contrast, ECGs are standardized and widely accessible. Although subtle changes in ECGs are not easily detectable by the human eye, artificial intelligence can identify specific conditions reflected in the ECG. By training an AI model with labeled ECGs based on diastolic function determined through echocardiography, researchers achieved high accuracy in detecting diastolic dysfunction. AI-enhanced ECGs can significantly impact the identification of both asymptomatic and symptomatic cardiac conditions, potentially streamlining diagnostic strategies and reducing costs. Future developments may enable patients to monitor their heart health using simple wearable devices, enhancing the management of heart failure and other conditions.
Topics Discussed:
- Your special clinical academic interest is echocardiography. Why are you interested in ECG AI in diastolic function?
- What is diastolic function and why is it important to assess diastolic function in clinical practice?
- Why did you decide to create AI-ECG for diastolic function assessment?
- What did you find and how do you envision AI ECG for diastolic function be used in clinical practice?
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No CME credit offered for this episode.
Podcast episode transcript found here.