Open Access

ARTICLE

A New Method for Diagnosis of Leukemia Utilizing a Hybrid DL-ML Approach for Binary and Multi-Class Classification on a Limited-Sized Database

Nilkanth Mukund Deshpande^1,2, Shilpa Gite^3,4,*, Biswajeet Pradhan^5,6, Abdullah Alamri⁷, Chang-Wook Lee^8,*

1 Department of Electronics & Telecommunication, Lavale, Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, Maharashtra, 412115, India
2 Electronics & Telecommunication, Dr. Vithalrao Vikhe Patil College of Engineering, Ahmednagar, Maharashtra, 414111, India
3 Artificial Intelligence and Machine Learning Department, Symbiosis Institute of Technology, Symbiosis International (Deemed) University, Pune, 412115, India
4 Symbiosis Centre of Applied AI (SCAAI), Symbiosis International (Deemed) University, Pune, 412115, India
5 Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS), School of Civil and Environmental Engineering, Faculty of Engineering & IT, University of Technology Sydney, Sydney, Australia
6 Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia
7 Department of Geology & Geophysics, College of Science, King Saud University, P.O. Box 2455, Riyadh, 11451, Saudi Arabia
8 Department of Science Education, Kangwon National University, Chuncheon-si, 24341, Korea

* Corresponding Authors: Shilpa Gite. Email: ; Chang-Wook Lee. Email: