Author

David Hart

East Carolina UniversityORCID 0000-0002-1278-2965Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Anita Bhandari· 1 shared Cameron A. SchmidtiD· 1 shared Jayath Premasinghe· 1 shared Kylie D. Cashwell· 1 shared Moritz DannhaueriD· 1 shared Simon Polishchuk· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperBioinformatics

Anita Bhandari

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2 papers

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedFeb 10, 2026

A framework for evaluating predicted sperm trajectories in crowded microscopy videos

David Hart, Kylie D. Cashwell, Anita Bhandari…·Cameron A. Schmidt

This paper introduces a framework for evaluating sperm trajectory tracking in crowded microscopy videos to improve automated motility analysis.

1 citation

imagingexperimental assay

𝕏 PostBluesky

NeurosciencebioRxivPreprintOct 8, 2025

Transformer Networks Enable Robust Generalization of Source Localization for EEG Measurements

David Hart, Simon Polishchuk, Moritz Dannhauer

This paper introduces a transformer-based model for EEG source localization that outperforms traditional and machine learning approaches across various noise and data conditions.

DOI 10.1101/2025.10.08.681200

electronic health recordsdeep learning

𝕏 PostBluesky