Author

Anoop Praturu

Salk Institute for Biological Studies

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biophysics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Tatyana O. SharpeeiD· 2 shared Milo JolisiD· 1 shared Mingchen YaoiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 2 mutual co-author links

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2 shared papersBiophysics

Tatyana O. SharpeeORCID

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2 papers

Recent·Most cited

Multiscale Hyperbolic Embedding Reveals Hierarchical Structure in Complex Biological Systems

Mingchen Yao, Anoop Praturu, Tatyana O. Sharpee

The paper introduces MuH-MDS, a hyperbolic embedding method that scales to large datasets and improves hierarchical structure analysis in biological data.

npj Systems Biology and Applications · Jun 2, 2026Peer-reviewedBiophysics

A Bayesian Approach to Non-Metric Hyperbolic Multi-Dimensional Scaling

Milo Jolis, Anoop Praturu, Tatyana O. Sharpee

This paper introduces a Bayesian non-metric hyperbolic MDS method to embed data in hyperbolic space, showing robustness to hyperparameters and capturing non-linear structures.

bioRxiv · Dec 8, 2023 · PreprintNeuroscience