Article

Supervised machine learning versus expert assessment of ultrastructural changes in wild-type and OGT knockout macrophages

2026-01-23

Abstract excerpt

Automated transmission electron microscopy (TEM) generates large datasets that challenge traditional qualitative analysis of cellular ultrastructure. Quantitative assessment of structural differences between different samples remains difficult due to structural variability in thin sections of organelles. Here we applied supervised machine learning (sML) to segment, quantify and compare cellular structures -includi...

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Literature Corpus work: f6a3724b-d167-5dd1-a153-295b377a02a2
DOI: 10.64898/2026.01.21.700795

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