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Cardiac neural representations for ECG-guided slice-to-volume reconstruction

Nora Vogt1, Karyna Isaieva2, Jean-Sébastien Louis2

  • 1IADI U1254, Inserm, Université de Lorraine, Nancy, 54511, France. nora.vogt@univ-lorraine.fr.

Medical & Biological Engineering & Computing
|February 24, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Cardiovascular MRIImplicit neural representationsMotion correctionSlice-to-volume reconstructionSuper-resolution

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Electrocardiogram01:29

Electrocardiogram

An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
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Electrocardiogram Fundamentals

Introduction
An electrocardiogram (ECG) is a diagnostic tool for identifying cardiac conditions such as arrhythmias, conduction abnormalities, and myocardial ischemia.
Definition
An electrocardiogram (ECG) visualizes the heart's electrical activity by tracing the electrical movement associated with each heartbeat on a graph or monitor. As the heart beats, an electrical wave passes through it, correlating with the cardiac cycle events.
Parts of an ECG
An ECG utilizes electrodes on the skin to...

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