Artificial intelligence strategies for analyzing COVID-19 pneumonia lung imaging. Volume 1, Characterization approaches /

The utilization of AI strategies for diagnosis, follow-up, and treatments of COVID-19 patients is now becoming essential. This is the first comprehensive reference work published detailing the latest research and developments in the utilization of AI strategies in the diagnosis and treatment of COVI...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: El-Baz, Ayman S. (Editor ), Suri, Jasjit S. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2022]
Colección:IOP (Series). Release 22.
IOP ebooks. 2022 collection.
Temas:
COVID-19 (Disease) > Patients > Treatment.
Viral pneumonia.
Lungs > Diseases > Imaging.
Artificial intelligence > Medical applications.
COVID-19 > therapy.
Pneumonia, Viral.
Lung > diagnostic imaging.
Artificial Intelligence.
Medicine.
Medical physics and biophysics.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Applying deep learning and emerging technologies in combating COVID-19 / Adedoyin A. Hussain and Barakat A. Dawood
  • 2. Detecting COVID-19 in chest radiographs using machine learning and convolutional neural networks / Andrew C. Li, David T. Lee, Kristoff K. Misquitta, Kaiji Uno and Sasha Wald
  • 3. Inf-Net : an automatic lung infection segmentation network that uses CT images / Tao Zhou, Dengping Fan, Gepeng Ji, Geng Chen, Huazhu Fu and Ling Shao
  • 4. A comprehensive review of radiology smartphone applications / Mohammad (Behdad) Jamshidi, Mohammad Heydari, Jakub Talla, Zdenéek Peroutka, Maryam Ahmadi, Esmaeil Mehraeen, Hamid Abdollahi and Amirali Karimi
  • 5. A hybrid deep learning method with attention for COVID-19 spread forecasting / Abdelkader Dairi, Fouzi Harrou, Ying Sun and Sofiane Khadraoui
  • 6. A residual network-based deep learning model for the detection of COVID-19 using cough sounds / Annesya Banerjee and Achal Nilhani
  • 7. Rapid and accurate AI-based diagnosis to distinguish COVID-19 from eight other lung respiratory diseases / Mugahed A. Al-Antari, Cam-Hao Hua and Sungyoung Lee
  • 8. Diagnosis of COVID-19 by feature selection techniques using support vector machine / Amira M. Hasan, Hala M. Abd El-Kader and Aya Hossam
  • 9. Post-analysis of COVID-19 pneumonia based on chest CT images using AI algorithms : a clinical point of view / M. Parimala Devi, G. Boopathi Raja, T. Sathya and V. Gowrishankar
  • 10. Lung CT scans for the management of COVID-19 pneumonitis and the diagnosis of COVID-19 / Lakshna Mahajan, Nitin K Puri and Mukesh Kumar
  • 11. Applications of machine learning in the COVID-19 pandemic : a scoping review / M.A. Jabbar, Syed Saba Raoof and Sonia Sharma.

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