Author

Andriana S. L. O. Campanharo

Universidade Estadual Paulista (Unesp)ORCID 0000-0002-0501-5303Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cell Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Caroline L. AlvesiD· 1 shared Christiane ThielemanniD· 1 shared Francisco A. RodriguesiD· 1 shared Helena Dasch· 1 shared Loriz Francisco SallumiD· 1 shared Margot Mayer· 1 shared Simone Hufgard· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperCell Biology

Caroline L. AlvesORCID

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1 paper

Recent·Most cited

Cell BiologybioRxivPreprintDec 11, 2025

Classifying Calcium Imaging Dynamics with Deep Learning: Multi-Frequency Analysis through Quantile-Based Time-Series Network Representations

Caroline L. Alves, Simone Hufgard, Margot Mayer…·Christiane Thielemann

This paper introduces a deep learning framework for classifying calcium imaging dynamics using quantile-based time-series representations, showing strong performance across different preprocessing strategies and noise conditions.

DOI 10.64898/2025.12.08.693018

imagingdeep learning

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