Open Access

ARTICLE

MDEV Model: A Novel Ensemble-Based Transfer Learning Approach for Pneumonia Classification Using CXR Images

Mehwish Shaikh¹, Isma Farah Siddiqui¹, Qasim Arain¹, Jahwan Koo^2,*, Mukhtiar Ali Unar³, Nawab Muhammad Faseeh Qureshi^4,*

1 Department of Software Engineering, Mehran University of Engineering and Technology, Jamshoro, Pakistan
2 College of Software, Sungkyunkwan University, Suwon, Korea
3 Department of Computer Systems, Mehran University of Engineering and Technology, Jamshoro, Pakistan
4 Department of Computer Education, Sungkyunkwan University, Seoul, Korea

* Corresponding Authors: Jahwan Koo. Email: ; Nawab Muhammad Faseeh Qureshi. Email: