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Conferences > FiO > 2021 > FM3D > FM3D.3

Supervised Dimensionality Reduction of Single-cell Features from Label-free Multimodal Images for T Cell Subtype Classification

Elizabeth Lee, Maciej Baranski, Marvin Chew, Wei-Xiang Sin, Ka-Wai Cheung, Lisa Tucker-Kellogg, Derrick Yong, Michael Birnbaum, and George Barbastathis

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Abstract

Nonlinear dimensionality reduction of features extracted from single T cell images show localization of partial cells, CD4+ and CD8+ T cells in the lower-dimensional space, showing potential T cell subtype classification from label-free imaging.

© 2021 The Author(s)

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