Author

Iris A. Simons

Amsterdam UMC Location University of AmsterdamORCID 0009-0007-9686-3167Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Annemiek DijkhuisiD· 1 shared Helene B. van den Heuvel· 1 shared JanWillem DuitmaniD· 1 shared Leonoor S. BoersiD· 1 shared Marie Louise GrootiD· 1 shared Mengyao ZhouiD· 1 shared Patrick José GonzáleziD· 1 shared Shiqi ZhangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBiophysics

Annemiek DijkhuisORCID

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1 paper

Recent·Most cited

BiophysicsJournal of Translational MedicinePeer-reviewedMay 12, 2026

Deep Learning-Based 3D Leukocyte Differentiation Using Label-Free Higher Harmonic Generation Microscopy

Mengyao Zhou, Patrick José González, Tamara Dekker…·Marie Louise Groot

This paper develops a deep learning framework for automated 3D leukocyte differentiation using label-free HHGM, achieving >96% accuracy and comparable results to manual cytospin analysis.

DOI 10.1186/s12967-026-08225-8

humanfluorescence / live-cell microscopy

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