Development of a convolutional neural network to differentiate among the etiology of similar appearing pathological B lines on lung ultrasound: a deep learning study

OBJECTIVES: Lung ultrasound (LUS) is a portable, low-cost respiratory imaging tool but is challenged by user dependence and lack of diagnostic specificity. It is unknown whether the advantages of LUS implementation could be paired with deep learning (DL) techniques to match or exceed human-level, di...

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Detalles Bibliográficos
Autores principales: Arntfield, Robert, VanBerlo, Blake, Alaifan, Thamer, Phelps, Nathan, White, Matthew, Chaudhary, Rushil, Ho, Jordan, Wu, Derek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2021
Materias:
Respiratory Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7939003/
https://www.ncbi.nlm.nih.gov/pubmed/33674378
http://dx.doi.org/10.1136/bmjopen-2020-045120

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7939003/
https://www.ncbi.nlm.nih.gov/pubmed/33674378
http://dx.doi.org/10.1136/bmjopen-2020-045120

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