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On the Relevance of the Loss Function in the Agatston Score Regression from Non-ECG Gated CT Scans

In this work, we evaluate the relevance of the choice of loss function in the regression of the Agatston score from 3D heart volumes obtained from non-contrast non-ECG gated chest computed tomography scans. The Agatston score is a well-established metric of cardiovascular disease, where an index of...

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Detalhes bibliográficos
Publicado no:Image Anal Mov Organ Breast Thorac Images (2018)
Main Authors: Cano-Espinosa, Carlos, González, Germán, Washko, George R., Cazorla, Miguel, José Estépar, Raúl San
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7258442/
https://ncbi.nlm.nih.gov/pubmed/32478335
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-00946-5_33
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