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Deep learning detection and quantification of pneumothorax in heterogeneous routine chest computed tomography

BACKGROUND: Automatically detecting and quantifying pneumothorax on chest computed tomography (CT) may impact clinical decision-making. Machine learning methods published so far struggle with the heterogeneity of technical parameters and the presence of additional pathologies, highlighting the impor...

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Dettagli Bibliografici
Pubblicato in:Eur Radiol Exp
Autori principali: Röhrich, Sebastian, Schlegl, Thomas, Bardach, Constanze, Prosch, Helmut, Langs, Georg
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer International Publishing 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7165213/
https://ncbi.nlm.nih.gov/pubmed/32303861
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s41747-020-00152-7
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