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Predicting post-operative right ventricular failure using video-based deep learning
Despite progressive improvements over the decades, the rich temporally resolved data in an echocardiogram remain underutilized. Human assessments reduce the complex patterns of cardiac wall motion, to a small list of measurements of heart function. All modern echocardiography artificial intelligence...
Autores principales: | Shad, Rohan, Quach, Nicolas, Fong, Robyn, Kasinpila, Patpilai, Bowles, Cayley, Castro, Miguel, Guha, Ashrith, Suarez, Erik E., Jovinge, Stefan, Lee, Sangjin, Boeve, Theodore, Amsallem, Myriam, Tang, Xiu, Haddad, Francois, Shudo, Yasuhiro, Woo, Y. Joseph, Teuteberg, Jeffrey, Cunningham, John P., Langlotz, Curtis P., Hiesinger, William |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408163/ https://www.ncbi.nlm.nih.gov/pubmed/34465780 http://dx.doi.org/10.1038/s41467-021-25503-9 |
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