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Ioannis Marios Karagiannis

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Open access Sep 2026

Within a Heartbeat: A Machine Learning Approach Using VCG for Heart Failure Assessment in Sinus Rhythm

Background/Objectives: Heart failure (HF) is associated with structural changes such as ventricular dilation, hypertrophy and fibrosis that alter conduction pathways and leave characteristic traces in the electrical activity of each heartbeat. Individuals diagnosed with HF exhibit a range of clinical manifestations and...

Ioannis Marios Karagiannis, A. Samaras, D. Filos et al. · 0 citations

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