Author

Anieke Brombacher

National Oceanography CentreORCID 0000-0003-2310-047XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Evolutionary Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Alex Searle‐BarnesiD· 1 shared Anjali GoswamiiD· 1 shared James M. MulqueeneyiD· 1 shared Marisa Sweeney· 1 shared Thomas H. G. EzardiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperEvolutionary Biology

Alex Searle‐BarnesORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Evolutionary BiologyRoyal Society Open SciencePeer-reviewedJun 1, 2024

How many specimens make a sufficient training set for automated 3D feature extraction?

James M. Mulqueeney, Alex Searle‐Barnes, Anieke Brombacher…·Thomas H. G. Ezard

This study determines the minimum number of training images needed for accurate 3D feature extraction using deep learning and evaluates the effectiveness of data augmentation.

13 citations

imagingdeep learning

𝕏 PostBluesky