Author

Shaheryar Najam

3 papers indexed here

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Sep 2026

SomniTrack: A Multimodal Attention Framework with Neuro-Topographic Sleep Staging and Disorder Classification

Sleep staging and obstructive sleep apnea (OSA) detection are central to sleep medicine, yet remain con-strained by the complexity of full polysomnography (PSG) and the subjectivity of manual scoring. We present SomniTrack, a multimodal framework that integrates EEG and ECG to automate sleep assessment without relyin...

Aleena Kamal, Yan-Feng Wu, Shaheryar Najam et al. · Physica Scripta · 0 citations

Open access Jul 2026

Hybrid Vision Transformer–CNN Architecture with Optimized Feature Selection for Skin Cancer Classification

The proposed framework effectively integrates novel preprocessing, segmentation, hybrid feature representation, feature optimization, and classification strategies to improve the robustness and accuracy of automated skin cancer classification and demonstrates its potential to support reliable computer-aided diagnosis a...

Abrar Almjally, Munazza Aziz, Shaheryar Najam et al. · Diagnostics · 0 citations

Open access Aug 2026

AI-Driven Tumor Characterization and Histological Subtype Classification in Lung Cancer Using CT Imaging

The proposed framework effectively incorporated MedSAM-based tumor segmentation, radiomic feature analysis, and deep feature representation and sequential dependency modeling all in a single diagnostic workflow for lung cancer evaluation and diagnosis.

Mohammad Shorfuzzaman, Abdullah Iftikhar, Shaheryar Najam et al. · Diagnostics · 0 citations