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Serena Flori

University Grenoble Alpes

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Scholarly Papers (1)

1.

MorphoLearn: A Morphology-driven Workflow to Decipher 3D Electron Microscopy segmentation in Diatoms

Number of pages: 34 Posted: 12 Feb 2026
University Grenoble Alpes, University Grenoble Alpes, University Grenoble Alpes, University Grenoble Alpes, University Grenoble Alpes, University Grenoble Alpes and University Grenoble Alpes
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Abstract:

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3D electron microscopy, deep learning-based segmentation, microalgal ultrastructure, cellular morphology, biological diversity, FIB-SEM, transfer learning, hybrid neural architectures, contrast-aware learning, loss function design, 3D reconstruction.