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Machine learning outcome prediction using stress perfusion cardiac magnetic resonance reports and natural language

Ebraham Alskaf1, Simon M Frey1,2, Cian M Scannell1,3

  • 1School of Biomedical Engineering & Imaging Sciences, King's College London, United Kingdom.

Informatics in Medicine Unlocked
|January 4, 2024
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Cardiac magnetic resonanceCoronary artery diseaseElectronic health recordsMachine learningNatural language processingOutcome prediction

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Exercise Stress Test01:26

Exercise Stress Test

Introduction
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
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