Author

A. M. Hein

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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Ecology· 2

Signature Assays, Organisms & Methods

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Assay:behavioral assay· 1 Research Focus:benchmarking· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:zebrafish· 1

Frequent Co-Authors

A. K. Fahimipour· 2 shared M. R. Celis· 2 shared A. Manjunath· 1 shared B. Burford· 1 shared B. T. Belcher· 1 shared B. T. Martin· 1 shared B. Vaca· 1 shared E. H. Bower· 1 shared

Activity by Year

2022-2022 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersEcology

A. K. Fahimipour

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2 papers

Recent·Most cited

EcologybioRxivPreprintDec 24, 2022

Demystifying image-based machine learning: A practical guide to automated analysis of field imagery using modern machine learning tools

B. T. Belcher, E. H. Bower, B. Burford…·A. M. Hein

This paper provides a practical guide to applying image-based machine learning for marine research, demonstrating data preparation, model training, and troubleshooting techniques with a case study.

DOI 10.1101/2022.12.24.521836

imagingmachine learning (classical)

𝕏 PostBluesky

EcologybioRxivPreprintAug 23, 2022

Wild animals suppress the spread of socially-transmitted misinformation

A. K. Fahimipour, M. A. Gil, M. R. Celis…·A. M. Hein

The paper studies how wild coral reef fish manage misinformation spread through dynamic sensitivity adjustments in decision-making.

DOI 10.1101/2022.08.23.505022

zebrafishbehavioral assay

𝕏 PostBluesky