Low-Rank Tensor Models for Improved Multidimensional MRI: Application to Dynamic Cardiac T-1 Mapping

Burhaneddin Yaman, Sebastian Weingartner, Nikolaos Kargas, Nicholas D. Sidiropoulos, Mehmet Akcakaya

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Pages (from-to)	194-207
Journal	IEEE Transactions on Computational Imaging
Volume	6
DOIs	https://doi.org/10.1109/TCI.2019.2940916
Publication status	Published - 2020
Externally published	Yes

Keywords

@article{3d468c4110c449338344c9cd0c832c39,

title = "Low-Rank Tensor Models for Improved Multidimensional MRI: Application to Dynamic Cardiac T-1 Mapping",

keywords = "Accelerated imaging, multi-dimensional MRI, myocardial T-1 mapping, tensor processing, low-rank tensors, PARAFAC, Tucker",

author = "Burhaneddin Yaman and Sebastian Weingartner and Nikolaos Kargas and Sidiropoulos, {Nicholas D.} and Mehmet Akcakaya",

year = "2020",

doi = "10.1109/TCI.2019.2940916",

language = "English",

volume = "6",

pages = "194--207",

journal = "IEEE Transactions on Computational Imaging",

issn = "2573-0436",

publisher = "IEEE",

}

TY - JOUR

T1 - Low-Rank Tensor Models for Improved Multidimensional MRI: Application to Dynamic Cardiac T-1 Mapping

AU - Yaman, Burhaneddin

AU - Weingartner, Sebastian

AU - Kargas, Nikolaos

AU - Sidiropoulos, Nicholas D.

AU - Akcakaya, Mehmet

PY - 2020

Y1 - 2020

KW - Accelerated imaging

KW - multi-dimensional MRI

KW - myocardial T-1 mapping

KW - tensor processing

KW - low-rank tensors

KW - PARAFAC

KW - Tucker

U2 - 10.1109/TCI.2019.2940916

DO - 10.1109/TCI.2019.2940916

M3 - Article

SN - 2573-0436

VL - 6

SP - 194

EP - 207

JO - IEEE Transactions on Computational Imaging

JF - IEEE Transactions on Computational Imaging

ER -