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Author

S. Ahamed

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Conference Jul 2026

A Multi-Model Analysis of Non-Invasive Oxygen Saturation from Smartphone-Captured Fingertip Video

Continuous, non-invasive oxygen saturation $\left(\text{SpO}_{2}\right)$ monitoring is a cornerstone of remote patient monitoring (RPM) and Hospital-at-Home care, yet dedicated pulse oximeter hardware remains a barrier in low-resource and community settings. The most accurate method for assessing oxygen saturation, acc...

Nafi Us Sabbir Sabith, M. M. Ahamad, Kazi Zawad Arefin et al. · 0 citations
Conference Jul 2026

PAD-Net: Towards Intelligent Diagnosis of Peripheral Artery Disease with a Deep Learning Framework

Peripheral Artery Disease (PAD) is a serious and potentially limb and life-threatening condition that demands a timely and accurate diagnosis to prevent severe complications. Traditional diagnostic methods are often slow and error prone. Although PAD localization remains relatively less explored using machine learning,...

Md Raisul Islam, M. Zaman, S. Ahmmed et al. · 0 citations
Conference Jul 2026

Governance-Aware, Privacy-Preserving Retrieval-Augmented Large Language Models for Clinical Triage Decision Support

Large Language Models (LLMs) offer significant potential for clinical decision support, but their deployment is constrained by hallucination, privacy risks, and limited interpretability. Retrieval-Augmented Generation (RAG) improves reliability by grounding outputs in patient-specific electronic health records (EHRs);...

A. K. I. Riad, Md Abdul Barek, Hossain Shahriar et al. · 0 citations

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