research
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05/02/2022
A Deep Learning-based Integrated Framework for Quality-aware Undersampled Cine Cardiac MRI Reconstruction and Analysis
Cine cardiac magnetic resonance (CMR) imaging is considered the gold sta...
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04/07/2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces
Recent state-of-the-art performances of Vision Transformers (ViT) in com...
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10/28/2021
Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis
The shape and motion of the heart provide essential clues to understandi...
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09/17/2021
CardiSort: a convolutional neural network for cross vendor automated sorting of cardiac MR images
Objectives: To develop an image-based automatic deep learning method to ...
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04/15/2020