Author

L. Pagano

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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Bioengineering· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:electronic health records· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1

Frequent Co-Authors

G. Thibault· 2 shared J. L. Riesterer· 2 shared J. W. Gray· 2 shared X. Song· 2 shared A. Chaurasia· 1 shared B. DeLaRosa· 1 shared C. Bueno· 1 shared K. GIANNIOS· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 40 mutual co-author links

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2 shared papersBioengineering

G. Thibault

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Author profile →

2 papers

Recent·Most cited

Towards Generalizability and Robustness in Biological Object Detection in Electron Microscopy Images

K. GIANNIOS, A. Chaurasia, C. Bueno, J. L. Riesterer, L. Pagano, T. P. Lo, G. Thibault, J. W. Gray, X. Song, B. DeLaRosa

This study improves model generalizability in biological object detection using electron microscopy images through normalization and augmentation techniques, achieving a 29% average precision boost.

bioRxiv · Nov 27, 2023 · PreprintBioengineering

Efficient semi-supervised semantic segmentation of electron microscopy cancer images with sparse annotations

L. Pagano, G. Thibault, W. Bousselham, J. L. Riesterer, X. Song, J. W. Gray

The paper compares deep learning models for segmenting nuclei and nucleoli in cancer EM images using sparse labels and semi-supervised learning, showing improvements in 3D Dice scores.

bioRxiv · Oct 30, 2023Bioengineering