Mohammed Saqr
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  • Human–AI Interaction: A Transition Network Analysis with cograph

    Sequential analysis of 13,002 turns across 429 sessions of human–AI coding collaboration, using TNA and cograph to map the transition structure of the dialogue.

    11 min read   ·   March 08, 2026

    2026   ·   tna   cograph   human-ai-interaction   networks   ·   research

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  • Rohy: AI-Powered High-Fidelity Virtual Patient Dynamic Simulator

    An open-source medical simulation platform with realistic patient monitoring, AI-driven patient conversations, 695 laboratory tests, and scenario-based clinical deterioration.

    16 min read   ·   March 06, 2026

    2026   ·   medical-education   simulation   AI   virtual-patient   ·   software

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  • cograph: Complex Network Analysis and Visualization

    A modern R package for the analysis, visualization, and manipulation of dynamical, social, and complex networks --- with simple syntax and publication-ready output.

    13 min read   ·   March 06, 2026

    2026   ·   networks   visualization   R-packages   cograph   ·   software

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  • Precision Education is the Answer

    The quest to explain and predict student performance has long relied on group averages — a statistical convenience that does not exist in real life. Precision education offers a way out.

    5 min read   ·   March 02, 2026

    2026   ·   precision-education   learning-analytics   idiographic   complex-systems   ·   research

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  • JTNA for Transition Network Analysis

    TNA brings statistical rigor to sequential behavioral analysis — p-values, effect sizes, and confidence intervals at the edge level — now available in jamovi through JTNA.

    8 min read   ·   March 01, 2026

    2026   ·   tna   learning-analytics   jamovi   network-analysis   ·   research

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