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research.html
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<h2>What is spatial biological data?</h2>
<p>Spatial biological data seeks to not only look at what kinds of cells are present in a tissue sample, but where they are located. This is important because cell-cell interaction is the main driver for tissue functionality, especially in diseases such as cancer, where the tumor microenvironment is very complex.</p>
<p>In my work, I've looked at what cell location patterns are important in a variety of diseases, such as different types of cancer and fibrosis, see publications <a href="https://orcid.org/my-orcid?orcid=0000-0002-9672-0445">here</a>.</p>
<h2>Spatial Statistics</h2>
<h3>Cellular infiltration</h3>
<p></p>
<h3>Cellular neighborhoods</h3>
<h3>Density / GWR</h3>
<h2>Graph-Based Methods</h2>
<h3>Cell-cell interaction networks</h3>
<h3>Cell-pair enrichment</h3>
<h3>Node embedding</h3>
<h3>Graph classification</h3>
<p>Accuracy (or more appropriate metric?) 75%</p>
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