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Deep Learning-Based Dynamic Segmentation of the Left Atrium in 4D Flow MRI

delete2026-07-07
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OA
AI
J
Jonas Leite
T
Tom Da-Silva Faria
M
Marie Shannon Soulez
K
Khaoula Bouazizi
P
Perrine Marsac
E
Elie Mousseaux
J
Jérôme Lamy
M
Moussa Gueda Moussa
O
Olivier Piot
J
Jacques Feignoux
D
Daniel Giese
N
Nicolas Badenco
E
Estelle Gandjbakhch
A
Alban REDHEUIL
M
Mikaël Laredo
E
Emilie Bollache
N
Nadjia Kachenoura *
DOI:10.1002/mrm.70499delete
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Abstract

Abstract

En 中文
To design a deep learning pipeline for automated, time-resolved segmentation of the left atrium (LA) from 4D flow MRI data.
Keywords:
4D flow
deep learning
left atrium
MRI
segmentation
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Journal

Magnetic Resonance in Medicine cover
Magnetic Resonance in Medicine
IF:
3
Papers:
1.2W
Citations:
3.1W

Organization

S
Siemens Healthineers AG
Scholars:
71
Papers: 47
Citations: 2
C
Centre Cardiologique du Nord
Scholars:
25
Papers: 25
Citations: 213
U
université paris-cité
Scholars:
148
Papers: 78
Citations: 1
S
Sorbonne Universite
Scholars:
6.1W
Papers: 4.4W
Citations: 605
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