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CohereNet: A Deep Learning Architecture for Ultrasound Spatial Correlation Estimation and Coherence-Based Beamforming

Deep fully connected networks are often considered “universal approximators” that are capable of learning any function. Inthisarticle, we utilize this particular property of deep neural networks (DNNs) to estimate normalized cross correlation as a function of spatial lag (i.e., spatial coherence fun...

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Bibliografiska uppgifter
I publikationen:IEEE Trans Ultrason Ferroelectr Freq Control
Huvudupphovsmän: Wiacek, Alycen, González, Eduardo, Bell, Muyinatu A. Lediju
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2020
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC8034551/
https://ncbi.nlm.nih.gov/pubmed/32203018
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TUFFC.2020.2982848
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