Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study

Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study

Abstract In vivo cardiac diffusion tensor imaging (cDTI) is a promising Magnetic Resonance Imaging (MRI) technique for evaluating the microstructure of myocardial tissue in living hearts, providing insights into cardiac function and enabling the development of innovative therapeutic strategies. Howe...

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Bibliographic Details
Main Authors: Jiahao Huang, Pedro F. Ferreira, Lichao Wang, Yinzhe Wu, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb, Andrew D. Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Sonia Nielles-Vallespin, Guang Yang
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Deep learning
CNN
Transformer
Cardiac diffusion tensor
MRI reconstruction
Online Access:https://doi.org/10.1038/s41598-024-55880-2

Internet

https://doi.org/10.1038/s41598-024-55880-2

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