Author

Casey Zampella

Children's Hospital of PhiladelphiaORCID 0000-0002-7973-8520Unclaimed 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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Approach:statistical model· 1

Frequent Co-Authors

Birkan TunçiD· 1 shared Evangelos SarıyanidiiD· 1 shared John D. HerringtoniD· 1 shared Lisa D. YankowitziD· 1 shared Pratik ChaudhariiD· 1 shared Robert T. SchultziD· 1 shared Russell Taki ShinoharaiD· 1 shared Theodore Daniel SatterthwaiteiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Birkan TunçORCID

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1 paper

Recent·Most cited

Measuring Dependencies between Biological Signals with Self-supervision, and its Limitations

Evangelos Sarıyanidi, John D. Herrington, Lisa D. Yankowitz, Pratik Chaudhari, Theodore Daniel Satterthwaite, Casey Zampella, Robert T. Schultz, Russell Taki Shinohara, Birkan Tunç

This paper introduces a self-supervised method to measure dependencies between biological signals and highlights its limitations in capturing extraneous dependencies.

bioRxiv · Aug 2, 2025 · PreprintBioinformatics