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Cascaded deep transfer learning on thoracic CT in COVID-19 patients treated with steroids

Purpose: Given the recent COVID-19 pandemic and its stress on global medical resources, presented here is the development of a machine intelligent method for thoracic computed tomography (CT) to inform management of patients on steroid treatment. Approach: Transfer learning has demonstrated strong p...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:J Med Imaging (Bellingham)
Hauptverfasser: Fuhrman, Jordan D., Chen, Jun, Dong, Zegang, Lure, Fleming Y. M., Luo, Zhe, Giger, Maryellen L.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Society of Photo-Optical Instrumentation Engineers 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7773028/
https://ncbi.nlm.nih.gov/pubmed/33415179
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.S1.014501
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