Author

Muhammad Awais

2 papers indexed here

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Open access Oct 2026

A Hybrid ViT-ECA-CF Framework with Adaptive Loss Reweighting for Imbalanced White Blood Cell Classification

Background: White blood cells (WBCs), also known as leukocytes, play a central role in immune defense, and accurate WBC classification is essential for a hematological assessment and computer-assisted diagnosis. However, a severe class imbalance remains a major challenge in deep-learning-based WBC classification, parti...

Fouzia Jabeen, Jamal Hussain Shah, Maira Afzal et al. · Bioengineering · 0 citations

Open access 2026

Enhancing Clinical Prediction via Synthetic Tabular Data Generation Using Deep Generative Models

The development of reliable machine learning (ML) models for clinical diagnosis is hindered by limited availability of large-scale, diverse, and high-quality medical datasets due to privacy constraints, class imbalance, and data heterogeneity. Synthetic data generation using deep generative models provides a promising...

Z. Alamgir, M. A. bin Hameed, Haroon Mahmood et al. · IEEE Access · 0 citations