An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports

The pandemic resulted in vast repositories of unstructured data, including radiology reports, due to increased medical examinations. Previous research on automated diagnosis of COVID-19 primarily focuses on X-ray images, despite their lower precision compared to computed tomography (CT) scans. In th...

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Veröffentlicht in:	arXiv.org 2023-09
Hauptverfasser:	Dack, Ethan, Brigato, Lorenzo, McMurray, Matthew, Fontanellaz, Matthias, Frauenfelder, Thomas, Hoppe, Hanno, Exadaktylos, Aristomenis, Geiser, Thomas, Funke-Chambour, Manuela, Christe, Andreas, Ebner, Lukas, Mougiakakou, Stavroula
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Computed tomography Empirical analysis Image analysis Labels Medical imaging Physical examinations Unstructured data
Online-Zugang:	Volltext
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