A Bi-fold Approach to Detect and Classify COVID-19 X-Ray Images and Symptom Auditor

In this paper, we propose an ensemble-based transfer learning method to predict the X-ray image of a COVID-19 affected person. We have used a weighted Euclidean distance average as the parameter to ensemble the transfer learning model viz. ResNet50, VGG16, VGG19, Xception, and InceptionV3. Image aug...

Descripción completa

Detalles Bibliográficos
Autores principales: Chatterjee, Ahan, Roy, Swagatam, Das, Sunanda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Singapore 2021
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8160081/
https://www.ncbi.nlm.nih.gov/pubmed/34075356
http://dx.doi.org/10.1007/s42979-021-00701-w

Ejemplares similares

Ejemplares similares