Dimensionality and visualization (drafting)

Sean Horgan

Note: in draft

Discussion topics

What does data visualization mean in a world of AI-driven analysis?

Is there an opportunity to replace traditional data browsers and cohort builders that focus on a limited set of variables with tools that can manage the full dimensionality of the data?

References

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https://medium.com/biased-algorithms/manifold-learning-vs-pca-4b45df25ea0b⁠

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https://medium.com/@cd-genomics/a-primer-in-biological-data-analysis-and-visualization-edc33213c992⁠

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https://www.cell.com/cell/fulltext/S0092-8674(24)01211-X⁠

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https://www.nature.com/articles/s42003-023-04662-z⁠

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