An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network.

Baghdadi, Nadiah A; Malki, Amer; Abdelaliem, Sally F; Magdy Balaha, Hossam; Badawy, Mahmoud; Elhosseini, Mostafa

Baghdadi, Nadiah A; Malki, Amer; Abdelaliem, Sally F; Magdy Balaha, Hossam; Badawy, Mahmoud; Elhosseini, Mostafa.

Afiliación

Baghdadi NA; Princess Nourah bint Abdulrahman University, College of Nursing, Riyadh, 11671, Riyadh, P.O. BOX 84428, Saudi Arabia. Electronic address: NABaghdadi@pnu.edu.sa.
Malki A; Taibah University, College of Computer Science and Engineering, Yanbu, 46421, Saudi Arabia.
Abdelaliem SF; Princess Nourah bint Abdulrahman University, College of Nursing, Riyadh, 11671, Riyadh, P.O. BOX 84428, Saudi Arabia.
Magdy Balaha H; Mansoura University, Faculty of Engineering, Computers and Control Systems Engineering Department, Mansoura, 46421, Egypt.
Badawy M; Mansoura University, Faculty of Engineering, Computers and Control Systems Engineering Department, Mansoura, 46421, Egypt. Electronic address: engbadawy@mans.edu.eg.
Elhosseini M; Taibah University, College of Computer Science and Engineering, Yanbu, 46421, Saudi Arabia; Mansoura University, Faculty of Engineering, Computers and Control Systems Engineering Department, Mansoura, 46421, Egypt.

Comput Biol Med ; 144: 105383, 2022 05.

Article en En | MEDLINE | ID: mdl-35290811

Asunto(s)

COVID-19; Aprendizaje Profundo; COVID-19/diagnóstico por imagen; Humanos; Redes Neurales de la Computación; SARS-CoV-2; Tomografía Computarizada por Rayos X/métodos

Palabras clave

COVID-19; Convolutional neural network (CNN); Deep learning (DL); Metaheuristic optimization; Sparrow search algorithm

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo / COVID-19 Tipo de estudio: Diagnostic_studies Límite: Humans Idioma: En Revista: Comput Biol Med Año: 2022 Tipo del documento: Article Pais de publicación: Estados Unidos

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google