Author

F. Nelli

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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Microbiology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1

Frequent Co-Authors

A. Jex· 1 shared A. Willis· 1 shared A. Zamyadi· 1 shared C. Bertelkamp· 1 shared D. R. Brumley· 1 shared J. Schmidt· 1 shared L. Blackall· 1 shared L. Gao· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperMicrobiology

A. Jex

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1 paper

Recent·Most cited

Machine learning driven image segmentation and shape clustering of algal microscopic images obtained from various water types

F. Nelli, Z. Ge, L. Blackall, N. Taheriashtiani, R. Henry, D. R. Brumley, M. Grace, A. Jex, M. Burch, T.-F. Lin, C. Bertelkamp, A. Willis, L. Gao, J. Schmidt, N. D. Crosbie, A. Zamyadi

This study applies FastSAM for automated algal cell segmentation and clustering in water samples, showing high accuracy for single cells and varying clustering performance.

bioRxiv · Apr 13, 2024Microbiology