Author

Matthew Waliman

University of California, Los Angeles

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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Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Anthony SantellaiD· 1 shared Gunalan Natesan· 1 shared Neil PeinadoiD· 1 shared Pavak Kirit ShahiD· 1 shared Ray L. HongiD· 1 shared Ryan L Johnson· 1 shared Shiqin Tan· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperDevelopmental Biology

Anthony SantellaORCID

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1 paper

Recent·Most cited

Automated Cell Lineage Reconstruction using Label-Free 4D Microscopy

Matthew Waliman, Ryan L Johnson, Gunalan Natesan, Neil Peinado, Shiqin Tan, Anthony Santella, Ray L. Hong, Pavak Kirit Shah

This paper introduces embGAN, a deep learning pipeline for automated cell detection and tracking in label-free 3D time-lapse imaging without manual annotation.

Genetics · Aug 14, 2024Peer-reviewedDevelopmental Biology