HART-MRI: High Accuracy, Reduced Time Cardiac MRI

Convolutional neural network reduces simulated acquisition time with high diagnostic accuracy

 
Jacob Scherba
  
jcs119@duke.edu
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Graphical Abstract

Graphical Abstract

Summary

Cardiovascular disease is the leading cause of death. Early diagnosis is crucial. HART-MRI utilizes a novel neural network to efficiently down-sample cardiac MRI images, reducing acquisition time by over 35% while maintaining high accuracy. This translates to improved healthcare utilization and faster diagnosis for patients.

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