Joint Deep Learning for Improved Myocardial Scar Detection from Cardiac MRI
Author:
Affiliation:
1. University of Virginia,Department of Electrical and Computer Engineering,USA
2. University of Virginia Health System,School of Medicine,USA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10230311/10230322/10230541.pdf?arnumber=10230541
Reference17 articles.
1. Imagenet-21k pretraining for the masses;ridnik,2021
2. Modified GAN Augmentation Algorithms for the MRI-Classification of Myocardial Scar Tissue in Ischemic Cardiomyopathy
3. Transunet: Transformers make strong encoders for medical image segmentation;chen,2021
4. U-net: Convolutional networks for biomedical image segmentation;ronneberger;International Conference on Medical Image Computing and Computer-Assisted Intervention,2015
5. Influence of Pacing Site Characteristics on Response to Cardiac Resynchronization Therapy
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1. Lightweight preprocessing and template matching facilitate streamlined ischemic myocardial scar classification;Journal of Medical Imaging;2024-03-21
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