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Author

F. Siddique

2 papers indexed here

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Open access Oct 2026

Automated Multi-class Classification of Lung Diseases from CT-scans Using Computer Vision

Background: Computed tomography (CT) scans and X-rays play a crucial role in diagnosing lung diseases. However, challenges such as imbalanced dataset and low image contrast can deter the performance of diagnostic models. To address these issues, convolutional neural networks (CNNs) offer a promising solution for respir...

Abdul Aleem, F. Siddique, G. Gilanie et al. · 0 citations
Review Open access 2026

Comparative Evaluation of AI-Based and Non-AI Genomic Biomarkers for Predicting Lung Cancer Treatment Response: A Systematic Review

Conventional genomic biomarkers remain central to current lung cancer treatment decisions because of their established clinical validity, and AI-based genomic models show promise for improving prediction and patient stratification, but their clinical utility remains uncertain without stronger prospective validation.

F. Siddique, M. Shehata, M. Ghazal et al. · 0 citations

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