Deep learning-based left ventricular segmentation demonstrates improved performance on respiratory motion-resolved whole-heart reconstructions

INTRODUCTION: Deep learning (DL)-based segmentation has gained popularity for routine cardiac magnetic resonance (CMR) image analysis and in particular, delineation of left ventricular (LV) borders for LV volume determination. Free-breathing, self-navigated, whole-heart CMR exams provide high-resolu...

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Detalles Bibliográficos
Autores principales: Yang, Yitong, Shah, Zahraw, Jacob, Athira J., Hair, Jackson, Chitiboi, Teodora, Passerini, Tiziano, Yerly, Jerome, Di Sopra, Lorenzo, Piccini, Davide, Hosseini, Zahra, Sharma, Puneet, Sahu, Anurag, Stuber, Matthias, Oshinski, John N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Radiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365088/
https://www.ncbi.nlm.nih.gov/pubmed/37492382
http://dx.doi.org/10.3389/fradi.2023.1144004

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365088/
https://www.ncbi.nlm.nih.gov/pubmed/37492382
http://dx.doi.org/10.3389/fradi.2023.1144004

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