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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Shlomo Shaulian

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Review Open access Sep 2026

Deep Learning Applied to 12-Lead ECGs for Detection of Structural, Metabolic and Systemic Disease

The 12-lead electrocardiogram (ECG) is inexpensive, noninvasive, and widely available, but conventional interpretation may not capture subtle signals related to cardiac structure, systemic physiology, and future risk. This review examines the use of deep learning–enabled ECG analysis beyond conventional arrhythmia dete...

Shlomo Shaulian, R. Zeltser, A. Makaryus · 0 citations

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