3d brain and heart volume generative models: A survey

Y Liu, G Dwivedi, F Boussaid, M Bennamoun - ACM Computing Surveys, 2024 - dl.acm.org
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 …

HDL: Hybrid deep learning for the synthesis of myocardial velocity maps in digital twins for cardiac analysis

X Xing, J Del Ser, Y Wu, Y Li, J Xia, L Xu… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
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 …

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 …