Author

Nicholas Minnich

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Ecology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anna ValleryiD· 1 shared Arko BarmaniD· 1 shared Hank Arnold· 1 shared Krish KabraiD· 1 shared Richard GibbonsiD· 1 shared

Activity by Year

2026-2026 · 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 paperEcology

Anna ValleryORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Application of Machine Learning Tools for Waterbird Colony Monitoring Provides Gains in Precision and Temporal Efficiency

Anna Vallery, Krish Kabra, Richard Gibbons, Hank Arnold, Nicholas Minnich, Arko Barman

The paper compares four waterbird monitoring methods using drone imagery, finding that fully automated detection reduces annotation time by 98% while maintaining 87% accuracy.

bioRxiv · Jul 2, 2026 · PreprintEcology