3d brain and heart volume generative models: A survey
Generative models such as generative adversarial networks and autoencoders have gained
a great deal of attention in the medical field due to their excellent data generation capability …
a great deal of attention in the medical field due to their excellent data generation capability …
HDL: Hybrid deep learning for the synthesis of myocardial velocity maps in digital twins for cardiac analysis
Synthetic digital twins based on medical data accelerate the acquisition, labelling and
decision making procedure in digital healthcare. A core part of digital healthcare twins is …
decision making procedure in digital healthcare. A core part of digital healthcare twins is …
Direct left-ventricular global longitudinal strain (GLS) computation with a fully convolutional network
J Kar, MV Cohen, SA McQuiston, T Poorsala… - Journal of …, 2022 - Elsevier
This study's purpose was to develop a direct MRI-based, deep-learning semantic
segmentation approach for computing global longitudinal strain (GLS), a known metric for …
segmentation approach for computing global longitudinal strain (GLS), a known metric for …