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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: 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
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Nature Portfolio 2024-03-01
Σειρά:Scientific Reports
Θέματα:
Deep learning
CNN
Transformer
Cardiac diffusion tensor
MRI reconstruction
Διαθέσιμο Online:https://doi.org/10.1038/s41598-024-55880-2

Διαδίκτυο

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

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