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Human-level COVID-19 diagnosis from low-dose CT scans using a two-stage time-distributed capsule network

Reverse transcription-polymerase chain reaction is currently the gold standard in COVID-19 diagnosis. It can, however, take days to provide the diagnosis, and false negative rate is relatively high. Imaging, in particular chest computed tomography (CT), can assist with diagnosis and assessment of th...

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Detalles Bibliográficos
Autores principales: Afshar, Parnian, Rafiee, Moezedin Javad, Naderkhani, Farnoosh, Heidarian, Shahin, Enshaei, Nastaran, Oikonomou, Anastasia, Babaki Fard, Faranak, Anconina, Reut, Farahani, Keyvan, Plataniotis, Konstantinos N., Mohammadi, Arash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8940967/
https://www.ncbi.nlm.nih.gov/pubmed/35318368
http://dx.doi.org/10.1038/s41598-022-08796-8