Mdev model: a novel ensemble-based transfer learning approach for pneumonia classification using cxr images

HIGHLIGHTS

• who: Jahwan Koo and Nawab Muhammad Faseeh Qureshi from the Department of Software Engineering, Mehran University of Engineering and Technology, Jamshoro, Pakistan have published the paper: MDEV Model: A Novel Ensemble-Based Transfer Learning Approach for Pneumonia Classification Using CXR Images, in the Journal: (JOURNAL)
• what: To increase the dataset for the analysis, a deep convolutional Generative Adversarial Network is applied , after which a pre-trained VGG19 model is applied to the larger dataset, and the accuracy of the original and augmented datasets are compared for the identical task of pneumonia classification. In this paper . . .
  

   

  

  If you want to have access to all the content you need to log in!

  Thanks :)

  Username or Email

  Password

  Remember me

  Lost your password?

  If you don't have an account, you can create one here.