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Predicting the Severity of COVID-19 from Lung CT Images Using Novel Deep Learning

  • Published:2023-03-13 Issue:2 Volume:43 Page:135-146
  • ISSN:1609-0985
  • Container-title:Journal of Medical and Biological Engineering
  • language:en
  • Short-container-title:J. Med. Biol. Eng.

Author:

Alaiad Ahmad Imwafak,Mugdadi Esraa Ahmad,Hmeidi Ismail Ibrahim,Obeidat Naser,Abualigah Laith

Publisher

Springer Science and Business Media LLC

Subject

Biomedical Engineering,General Medicine

Reference31 articles.

1. Wu, Z., & McGoogan, J. M. (2020). Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China: Summary of a report of 72314 cases from the Chinese center for Disease control and prevention. JAMA—Journal of the American Medical Association, 323(13), 1239–1242. https://doi.org/10.1001/jama.2020.2648

2. Pham, Q. V., Nguyen, D. C., Huynh-The, T., Hwang, W. J., & Pathirana, P. N. (2020). Artificial intelligence (AI) and Big data for coronavirus (COVID-19) pandemic: A survey on the state-of-the-arts. IEEE Access, 8, 130820–130839. https://doi.org/10.1109/ACCESS.2020.3009328

3. Jamshidi, M., Lalbakhsh, A., Talla, J., Peroutka, Z., Hadjilooei, F., Lalbakhsh, P., Jamshidi, M., La Spada, L., Mirmozafari, M., Dehghani, M., Sabet, A., Roshani, S., Roshani, S., Bayat-Makou, N., Mohamadzade, B., Malek, Z., Jamshidi, A., Kiani, S., Hashemi-Dezaki, H., & Mohyuddin, W. (2020). Artificial intelligence and COVID-19: Deep learning approaches for diagnosis and treatment. IEEE Access, 8, 109581–109595. https://doi.org/10.1109/ACCESS.2020.3001973

4. Zhang, J., Xie, Y., Pang, G., Liao, Z., Verjans, J., Li, W., Sun, Z., He, J., Li, Y., Shen, C., & Xia, Y. (2021). Viral pneumonia screening on chest X-rays using confidence-aware anomaly detection. IEEE Transactions on Medical Imaging, 40(3), 879–890. https://doi.org/10.1109/TMI.2020.3040950

5. Pascarella, G., Strumia, A., Piliego, C., Bruno, F., Del Buono, R., Costa, F., Scarlata, S., & Agrò, F. E. (2020). COVID-19 diagnosis and management: a comprehensive review. Journal of Internal Medicine, 288(2), 192–206. https://doi.org/10.1111/joim.13091

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