Author

Emily A. Vidal

Angelo State UniversityORCID 0000-0002-8548-0386Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Anna KonstorumiD· 1 shared Nathan JekeliD· 1 shared Reinhard LaubenbacheriD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Anna KonstorumORCID

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1 paper

Recent·Most cited

Comparative Analysis of Linear and Nonlinear Dimension Reduction Techniques on Mass Cytometry Data

Anna Konstorum, Nathan Jekel, Emily A. Vidal, Reinhard Laubenbacher

The paper compares dimension reduction techniques on mass cytometry data, finding t-SNE and Diffusion Maps best for preserving cell relationships and providing informative visualizations.

bioRxiv · Dec 3, 2018 · PreprintBioinformatics