Author

Lucas A. Kreiss

Duke UniversityORCID 0000-0002-7749-0015Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:zebrafish· 1

Frequent Co-Authors

Roarke W. HorstmeyeriD· 2 shared Alexander MühlbergiD· 1 shared Amey ChawareiD· 1 shared Andreas MaieriD· 1 shared Aurélien BègueiD· 1 shared Chloë GoossensiD· 1 shared Clare B. CookiD· 1 shared Dominik NörenbergiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

Roarke W. HorstmeyerORCID

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2 papers

Recent·Most cited

Animal Behavior & CognitionCommunications BiologyPeer-reviewedJan 23, 2026

High-throughput multi-camera array microscope platform for automated 3D behavioral analysis of swimming zebrafish larvae

Haitao Chen, Kevin Li, Lucas A. Kreiss…·Roarke W. Horstmeyer

This paper introduces a high-throughput 24-camera array microscope for automated 3D behavioral analysis of zebrafish larvae, enabling accurate tracking and morphological dynamics at high frame rates.

5 citationstop 1%

zebrafishimaging

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BioinformaticsAdvanced SciencePeer-reviewedAug 15, 2023

SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology

Alexander Mühlberg, Paul David Ritter, Simon Langer…·Lucas A. Kreiss

SEMPAI integrates hypothesis-driven priors into a deep learning framework to analyze multiphoton microscopy data of muscle fibers, outperforming existing methods in predictive tasks.

4 citations

imagingdeep learning

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