Author

Mousumi Karmakar

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Preprint Aug 2026

EMFE: A lightweight, explainable machine learning framework for malaria cell classification

EMFE (Efficient Mathematical Feature Extraction), a five-feature framework for classifying single red-blood-cell images as parasitized or uninfected using Gray World color normalization, adaptive green-channel thresholding, morphological spot detection, and classical machine learning, is presented.

M. A. Al Kafi, Walayat Hussain, Mousumi Karmakar et al. · 0 citations