MSc Comp. Science at the University of Nottingham. 

I am looking for a job in Ldn - data analysis/software engineering, available from 11 Sept. My cv is below.

nellia.kornilova | Linktree

My CV

CogVis: Extended Platform Overview

Large, multimodal longitudinal studies like the Alzheimer’s
Disease Neuroimaging Initiative (ADNI) are rich in clinical data but
highly complex for clinicians and researchers to navigate. While pioneering explainable AI (XAI) models are emerging to successfully predict cognitive decline, there remains a need for domain experts to visually examine the fragmented, high-dimensional data that forms the basis for the algorithmic predictions. We introduce CogVis, a novel visual analytics platform designed to explore Alzheimer’s Disease progression, identify state conversions (e.g., from Mild Cognitive Impairment to Alzheimer’s Disease), and visually compare individual patient trajectories against cohort distributions. By providing an initial overview followed by patient-level filtering within a broader cohort context, CogVis bridges the gap between raw longitudinal data and clinical interpretability, serving as a human-centred framework for navigating complex dementia-related datasets. 

CogVis abstract for AIiH conference

nellia.kornilova

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nellia.kornilova

MSc Comp. Science at the University of Nottingham. I am looking for a job in Ldn - data analysis/software engineering, available from 11 Sept. My cv is below.

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