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2025
2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON)
ConferenceAccepted
A Lightweight CNN Model for Interpretable White Blood Cell Classification with Grad-CAM and Grad-CAM++
Authors
Khaled Mahmud Sujon, Adnan Shafi, Md Muzahidul Islam, Aminul Islam Miraj, Md. Tahmid Farabe Shehun, Tahmedur Rahman, Md Monirul Islam Molla
Abstract
A lightweight CNN model for efficient and interpretable white blood cell classification, achieving 84% accuracy across four WBC types. Grad-CAM and Grad-CAM++ visualizations provide class-specific attention maps aligned with morphological features, making it suitable for real-time diagnostic support.
Publication Details
Venue
2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON)
Year
2025
Authors
Khaled Mahmud Sujon, Adnan Shafi, Md Muzahidul Islam, Aminul Islam Miraj, Md. Tahmid Farabe Shehun, Tahmedur Rahman, Md Monirul Islam Molla
Type
ConferenceAccepted