Author

S. Stiller

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

Microbiology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:fungi (other)· 1 Assay:imaging· 1

Frequent Co-Authors

J. F. Duenas· 1 shared M. C. Rillig· 1 shared M. Ryo· 1 shared S. Hempel· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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 paperMicrobiology

J. F. Duenas

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Deep learning image analysis for filamentous fungi taxonomic classification: Dealing with small data sets with class imbalance and hierarchical grouping

S. Stiller, J. F. Duenas, S. Hempel, M. C. Rillig, M. Ryo

This study applies deep learning to classify filamentous fungi from colony images, addressing class imbalance and small data challenges, finding morphological features useful for higher taxonomic classification.

bioRxiv · Jun 19, 2023Microbiology