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Predicting COVID-19 Pneumonia Severity on Chest X-ray With Deep Learning

Introduction The need to streamline patient management for coronavirus disease-19 (COVID-19) has become more pressing than ever. Chest X-rays (CXRs) provide a non-invasive (potentially bedside) tool to monitor the progression of the disease. In this study, we present a severity score prediction mode...

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Podrobná bibliografie
Vydáno v:Cureus
Hlavní autoři: Cohen, Joseph Paul, Dao, Lan, Roth, Karsten, Morrison, Paul, Bengio, Yoshua, Abbasi, Almas F, Shen, Beiyi, Mahsa, Hoshmand Kochi, Ghassemi, Marzyeh, Li, Haifang, Duong, Tim Q
Médium: Artigo
Jazyk:Inglês
Vydáno: Cureus 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7451075/
https://ncbi.nlm.nih.gov/pubmed/32864270
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7759/cureus.9448
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