Open Access

ARTICLE

Leveraging EfficientNetB3 in a Deep Learning Framework for High-Accuracy MRI Tumor Classification

Mahesh Thyluru Ramakrishna¹, Kuppusamy Pothanaicker², Padma Selvaraj³, Surbhi Bhatia Khan^4,7,*, Vinoth Kumar Venkatesan⁵, Saeed Alzahrani⁶, Mohammad Alojail⁶

1 Department of Computer Science & Engineering, Faculty of Engineering and Technology, JAIN (Deemed-to-be University), Bengaluru, 562112, India
2 School of Computer Science and Engineering, VIT-AP University, Amaravati, 522241, India
3 Department of Computer Science & Technology, Madanapalle Institute of Technology & Science, Madanapalle, 517325, India
4 School of Science, Engineering and Environment, University of Salford, Manchester, M5 4WT, UK
5 School of Computer Science Engineering & Information Systems (SCORE), Vellore Institute of Technology (VIT), Vellore, 632014, India
6 Management Information System Department, College of Business Administration, King Saud University, Riyadh, 11531, Saudi Arabia
7 Adjunct Research Faculty, Centre for Research Impact & Outcome, Chitkara University, Rajpura, Punjab, 140401, India

* Corresponding Author: Surbhi Bhatia Khan. Email: