Author

M. Raphael

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

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Bioengineering· 1

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

J. A. Christodoulides· 1 shared J. M. Byers· 1 shared L. Kaler· 1 shared M. Robitaille· 1 shared V. Lam· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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1 shared paperBioengineering

J. A. Christodoulides

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1 paper

Recent·Most cited

A Self-Supervised Learning Approach for High Throughput and High Content Cell Segmentation

V. Lam, J. M. Byers, M. Robitaille, L. Kaler, J. A. Christodoulides, M. Raphael

This paper introduces a self-supervised learning method for cell segmentation that outperforms Cellpose in accuracy and reduces reliance on labeled data and computational expertise.

bioRxiv · May 29, 2024Bioengineering