Clinical Performance and Role of Expert Supervision of Deep Learning for Cardiac Ventricular Volumetry: A Validation Study.

Tara A Retson Evan M MasutaniDaniel GoldenAlbert Hsiao

Published in: Radiology. Artificial intelligence (2020)

Fully automated ventricular segmentation by the tested algorithm provides contours and ventricular volumes that could be used to aid expert segmentation, but can benefit from expert supervision, particularly to resolve errors at the basal and apical slices. Supplemental material is available for this article. © RSNA, 2020.

Keyphrases

deep learning
left ventricular
convolutional neural network
heart failure
artificial intelligence
machine learning
catheter ablation
clinical practice
atrial fibrillation
high throughput
patient safety
adverse drug
single cell