Author

A. McInnes

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· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Organism:multiple species· 1

Frequent Co-Authors

A. M. Conway· 1 shared I. N. Durbach· 1 shared R. N. Harris· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperEcology

A. M. Conway

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1 paper

Recent·Most cited

Frame-by-frame annotation of video recordings using deep neural networks

A. M. Conway, I. N. Durbach, A. McInnes, R. N. Harris

The paper develops a video classification method combining CNNs and RNNs to improve behavior recognition in animal videos, achieving better accuracy and precision than image-only models.

bioRxiv · Jun 29, 2020Ecology