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Multi-task Deep Learning of Myocardial Blood Flow and Cardiovascular Risk Traits from PET Myocardial Perfusion Imaging
BACKGROUND: Advanced cardiac imaging with positron emission tomography (PET) is a powerful tool for the evaluation of known or suspected cardiovascular disease. Deep learning (DL) offers the possibility to abstract highly complex patterns to optimize classification and prediction tasks. METHODS AND...
Autores principales: | Yeung, Ming Wai, Benjamins, Jan Walter, Knol, Remco J. J., van der Zant, Friso M., Asselbergs, Folkert W., van der Harst, Pim, Juarez-Orozco, Luis Eduardo |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834343/ https://www.ncbi.nlm.nih.gov/pubmed/35274211 http://dx.doi.org/10.1007/s12350-022-02920-x |
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