Author

J. Greenberg

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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Evolutionary Biology· 2 Cell Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 3 Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:development & morphogenesis· 1 Approach:experimental assay· 1

Frequent Co-Authors

A. Karpatne· 2 shared H. L. Bart· 2 shared J. Leipzig· 2 shared M. Elhamod· 2 shared P. Mabee· 2 shared W. Dahdul· 2 shared Y. Bakis· 2 shared A. M. Maga· 1 shared

Activity by Year

2020-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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2 shared papersEvolutionary Biology

A. Karpatne

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Author profile →

3 papers

Recent·Most cited

Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species

J. Leipzig, Y. Bakis, X. Wang, M. Elhamod, K. Diamond, W. Dahdul, A. Karpatne, M. Maga, P. Mabee, H. L. Bart, J. Greenberg

This study shows that image quality metadata improves fish species classification by CNNs, with high-quality images achieving higher F1 accuracy than low-quality ones.

bioRxiv · Jan 28, 2021 · PreprintEvolutionary Biology

Hierarchy-guided Neural Networks for Species Classification

M. Elhamod, K. M. Diamond, A. M. Maga, Y. Bakis, H. L. Bart, P. Mabee, W. Dahdul, J. Leipzig, J. Greenberg, B. Avants, A. Karpatne

This paper introduces a hierarchy-guided neural network for species classification, showing improved accuracy and resilience to adversarial occlusions in fish species classification.

bioRxiv · Jan 17, 2021Evolutionary Biology

INTEGRINS MEDIATE PLACENTAL EXTRACELLULAR VESICLE TRAFFICKING TO LUNG AND LIVER IN VIVO

S. L. Nguyen, S. H. Ahn, J. Greenberg, B. Collaer, D. Agnew, R. Arora, M. Petroff

The paper identifies maternal cells targeted by placental extracellular vesicles and shows integrin-dependent trafficking to lung and liver, with potential genetic alteration of maternal cells.

bioRxiv · Sep 22, 2020Cell Biology