A deep learning and grad-CAM based color visualization approach for fast detection of COVID-19 cases using chest X-ray and CT-Scan images.

Panwar, Harsh; Gupta, P K; Siddiqui, Mohammad Khubeb; Morales-Menendez, Ruben; Bhardwaj, Prakhar; Singh, Vaishnavi

Panwar, Harsh; Gupta, P K; Siddiqui, Mohammad Khubeb; Morales-Menendez, Ruben; Bhardwaj, Prakhar; Singh, Vaishnavi.

Afiliación

Panwar H; Department of Computer Science and Engineering, Jaypee University of Information Technology, Waknaghat, Solan, HP, 173 234, India.
Gupta PK; Department of Computer Science and Engineering, Jaypee University of Information Technology, Waknaghat, Solan, HP, 173 234, India.
Siddiqui MK; School of Engineering and Sciences, Tecnologico de Monterrey, Av. E. Garza Sada 2501, Monterrey, N.L, 64,489, Mexico.
Morales-Menendez R; School of Engineering and Sciences, Tecnologico de Monterrey, Av. E. Garza Sada 2501, Monterrey, N.L, 64,489, Mexico.
Bhardwaj P; Department of Computer Science and Engineering, Jaypee University of Information Technology, Waknaghat, Solan, HP, 173 234, India.
Singh V; Department of Computer Science and Engineering, Jaypee University of Information Technology, Waknaghat, Solan, HP, 173 234, India.

Chaos Solitons Fractals ; 140: 110190, 2020 Nov.

Article en En | MEDLINE | ID: mdl-32836918

Palabras clave

CNN; COVID-19; CT-Scan; Deep learning; Grad-CAM; Pneumonia; X-Ray

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Diagnostic_studies / Prognostic_studies Idioma: En Revista: Chaos Solitons Fractals Año: 2020 Tipo del documento: Article País de afiliación: India

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google