Article

3D single-cell shape analysis using geometric deep learning

2022-06-17

Abstract excerpt

<h4> A bstract </h4> Aberrations in 3D cell morphogenesis are linked to diseases such as cancer. Yet there is little systems-level understanding of cell shape determination in 3D, largely because there is a paucity of data-driven methods to quantify and describe 3D cell shapes. We have addressed this need using unsupervised geometric deep learning to learn shape representations of over 95,000 melanoma cells ima...

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Literature Corpus work: 3ac7cb63-6c4f-5da6-88a6-a60d91f083e5
DOI: 10.1101/2022.06.17.496550

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