Deep convolutional neural networks to predict cardiovascular risk from computed tomography

Coronary artery calcium is an accurate predictor of cardiovascular events. While it is visible on all computed tomography (CT) scans of the chest, this information is not routinely quantified as it requires expertise, time, and specialized equipment. Here, we show a robust and time-efficient deep le...

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Publicat a:Nat Commun
Autors principals: Zeleznik, Roman, Foldyna, Borek, Eslami, Parastou, Weiss, Jakob, Alexander, Ivanov, Taron, Jana, Parmar, Chintan, Alvi, Raza M., Banerji, Dahlia, Uno, Mio, Kikuchi, Yasuka, Karady, Julia, Zhang, Lili, Scholtz, Jan-Erik, Mayrhofer, Thomas, Lyass, Asya, Mahoney, Taylor F., Massaro, Joseph M., Vasan, Ramachandran S., Douglas, Pamela S., Hoffmann, Udo, Lu, Michael T., Aerts, Hugo J. W. L.
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2021
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Article
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7846726/
https://ncbi.nlm.nih.gov/pubmed/33514711
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-20966-2
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