ECG Correlation Network
Data Visualization tool for a DNA testing laboraotry
tools
t-SNE, UMAP, PCA, D3, Node, Python
task
Create a visual tool allowing to explore connections between various ECG and Echocardiography properties
The visualization shows the correlation-based network and dimensionality reduction map of various advanced ECG and Echocardiography properties allowing to visually see and explore data patterns attributed to patients with arrhythmia and without it.
«It's aimed to help clinicians to “connect the dots” across patients and their data to discover previously unknown indicators of health risks. Furthermore, it can be difficult to explain bulk data to patients, most of whom have no medical background. If we had tools to visualize the health data that we could present to them in an easy-to-read fashion, patients would understand their goals and would respond better to suggestions»
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