Author

Anne Done

Huntsman Cancer InstituteORCID 0009-0003-1246-5032Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Kayla MarksiD· 1 shared Rebecca G. ZitnayiD· 1 shared Robert L. Judson‐TorresiD· 1 shared Shukran AlizadaiD· 1 shared Thomas A. ZangleiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioengineering

Kayla MarksORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintAug 26, 2026

Temporal dynamics improves machine learning-based prediction of cell state from quantitative phase imaging

Shukran Alizada, Kayla Marks, Rebecca G. Zitnay…·Thomas A. Zangle

This study shows that 3D spatiotemporal CNNs outperform 2D CNNs in classifying cell states from QPI timelapse data, with accuracy improving as more frames are added.

DOI 10.64898/2026.08.24.746855

imagingdeep learning

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