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Deep learning assisted sparse array ultrasound imaging

This study aims to restore grating lobe artifacts and improve the image resolution of sparse array ultrasonography via a deep learning predictive model. A deep learning assisted sparse array was developed using only 64 or 16 channels out of the 128 channels in which the pitch is two or eight times t...

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Detalles Bibliográficos
Autores principales: Qi, Baiyan, Tian, Xinyu, Fu, Lei, Li, Yi, Chan, Kai San, Ling, Chuxuan, Yim, Wonjun, Zhang, Shiming, Jokerst, Jesse V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10615290/
https://www.ncbi.nlm.nih.gov/pubmed/37903113
http://dx.doi.org/10.1371/journal.pone.0293468