A Generalizable Deep Learning System for Cardiac MRI.

Rohan Shad Cyril Zakka Dhamanpreet Kaur Robyn Fong Ross Warren Filice John Mongan Kimberly Kallianos Nishith Khandwala David Eng Matthew Leipzig Walter Witschey Alejandro de Feria Victor Ferrari Euan A. Ashley Michael A. Acker Curtis P. Langlotz William Hiesinger

Published in: CoRR (2023)

Keyphrases

active learning
deep learning
cardiac mri
machine learning
physiological parameters
left ventricle
unsupervised learning
unsupervised feature learning
learning algorithm
left ventricular
weakly supervised
magnetic resonance images
mental models
computer vision
short axis
wall thickness