FReSCO: Flow Reconstruction and Segmentation for low-latency Cardiac Output monitoring using deep artifact suppression and segmentation.

Olivier JaubertJavier Montalt-TorderaJames BrownDaniel KnightSimon ArridgeJennifer Anne SteedenVivek Muthurangu

Published in: Magnetic resonance in medicine (2022)

The FReSCO framework was successfully demonstrated for real-time monitoring of CO during exercise and could provide a convenient tool for assessment of the hemodynamic response to a range of stressors.

Keyphrases

deep learning
convolutional neural network
high intensity
left ventricular
physical activity
heart failure
magnetic resonance imaging
resistance training
computed tomography
magnetic resonance
image quality
atrial fibrillation