Author

Van K. Lam

United States Naval Research LaboratoryORCID 0000-0002-2571-7599Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioengineering· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Jeff M. Byers· 1 shared Joseph A. ChristodoulidesiD· 1 shared Logan KaleriD· 1 shared Marc P. RaphaeliD· 1 shared Michael C. RobitailleiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioengineering

Jeff M. Byers

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Van K. Lam, Jeff M. Byers, Michael C. Robitaille, Logan Kaler, Joseph A. Christodoulides, Marc P. 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.

Communications Biology · May 21, 2025Peer-reviewedBioengineering