Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia

Our automated deep learning-based approach identifies consolidation/collapse in LUS images to aid in the identification of late stages of COVID-19 induced pneumonia, where consolidation/collapse is one of the possible associated pathologies. A common challenge in training such models is that annotat...

Descripción completa

Detalles Bibliográficos
Autores principales: Durrani, Nabeel, Vukovic, Damjan, van der Burgt, Jeroen, Antico, Maria, van Sloun, Ruud J. G., Canty, David, Steffens, Marian, Wang, Andrew, Royse, Alistair, Royse, Colin, Haji, Kavi, Dowling, Jason, Chetty, Girija, Fontanarosa, Davide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9584232/
https://www.ncbi.nlm.nih.gov/pubmed/36266463
http://dx.doi.org/10.1038/s41598-022-22196-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9584232/
https://www.ncbi.nlm.nih.gov/pubmed/36266463
http://dx.doi.org/10.1038/s41598-022-22196-y

Ejemplares similares