Author

Mengyao Zhou

Vrije Universiteit AmsterdamORCID 0000-0003-1759-993XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 Iris A. SimonsiD· 1 shared JanWillem DuitmaniD· 1 shared Leonoor S. BoersiD· 1 shared Marie Louise GrootiD· 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

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiophysics

Annemiek DijkhuisORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky