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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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Bibliografiset tiedot
Julkaisussa:Image Anal Mov Organ Breast Thorac Images (2018)
Päätekijät: Cano-Espinosa, Carlos, González, Germán, Washko, George R., Cazorla, Miguel, José Estépar, Raúl San
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2018
Aiheet:
Linkit: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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