Deep Learning-Based Automatic Assessment of Lung Impairment in COVID-19 Pneumonia: Predicting Markers of Hypoxia With Computer Vision

BACKGROUND: Hypoxia is a potentially life-threatening condition that can be seen in pneumonia patients. OBJECTIVE: We aimed to develop and test an automatic assessment of lung impairment in COVID-19 associated pneumonia with machine learning regression models that predict markers of respiratory and...

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Detalles Bibliográficos
Autores principales: Statsenko, Yauhen, Habuza, Tetiana, Talako, Tatsiana, Pazniak, Mikalai, Likhorad, Elena, Pazniak, Aleh, Beliakouski, Pavel, Gelovani, Juri G., Gorkom, Klaus Neidl-Van, Almansoori, Taleb M., Al Zahmi, Fatmah, Qandil, Dana Sharif, Zaki, Nazar, Elyassami, Sanaa, Ponomareva, Anna, Loney, Tom, Naidoo, Nerissa, Mannaerts, Guido Hein Huib, Al Koteesh, Jamal, Ljubisavljevic, Milos R., Das, Karuna M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9360571/
https://www.ncbi.nlm.nih.gov/pubmed/35957860
http://dx.doi.org/10.3389/fmed.2022.882190

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