Author

Sebastian Magana

University of British Columbia

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Biology Disciplines

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Biophysics· 1

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Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

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Khanh Dao DuciD· 1 shared Wenjun ZhaoiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBiophysics

Khanh Dao DucORCID

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1 paper

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BiophysicsbioRxivPreprintMar 18, 2026

Learning Continuous Morphological Trajectories via Latent Principal Curves

Sebastian Magana, Wenjun Zhao, Khanh Dao Duc

The paper introduces MorphCurveVAE, a method to infer continuous morphological trajectories from static 3D microscopy images, demonstrating its effectiveness on mitosis data.

DOI 10.64898/2026.03.16.712066

imagingfluorescence / live-cell microscopy

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