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

Background/Objectives: Melanoma is a life-threatening skin cancer characterized by aggressive progression and high metastatic potential, making early diagnosis essential for improving patient survival and treatment outcomes. However, accurate automated skin lesion classification remains challenging due to variations in...

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

Background/Objectives: Lung cancer is still one of the top cancer mortality causes around the world, and there is a need for an accurate and clinically reliable diagnostic tool. While Computed Tomography (CT) imaging is very useful for evaluation of pulmonary nodules and tumor morphology, its interpretation is complica...

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