Author

Bartek Rajwa

2 papers indexed here

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Sep 2026

FlowLOT: Linearized Optimal Transport for Flow Cytometry Analysis.

Multiparameter flow cytometry generates high-dimensional, unordered single-cell mea- surement data for disease diagnosis and monitoring, yet analysis often remains dependent on manual gating, limiting scalability and reproducibility. Existing machine-learning ap- proaches can reduce annotation burden but frequently req...

Naqib Sad Pathan, M. Shifat-E.-Rabbi, Kristofor E. Pas et al. · arXiv.org · 0 citations

Open access Jul 2026

Optimal transport analysis of high-dimensional flow cytometry data in immuno-oncology

This approach overcomes the limitations of traditional, local-structure-optimized tools to provide a comprehensive, longitudinal view of tumor evolution and treatment response and can combine with unbiased clustering algorithms to enhance scalability and cross-platform harmonization.

Abida Sanjana Shemonti, Justin C. Wang, Albert D. Donnenberg et al. · Frontiers in Immunology · 0 citations