Author

A. Panayides

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Bioengineering· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1

Frequent Co-Authors

Evropi ToulkeridouiD· 1 shared Z. Antoniou· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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Evropi ToulkeridouORCID

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1 paper

Recent·Most cited

Robust Trachea Segmentation from CT Imaging Using Fully Automated and Prompt-Based Models

Evropi Toulkeridou, Z. Antoniou, A. Panayides

This paper compares automated and prompt-based models for trachea segmentation in CT scans, showing that dataset structure affects reliability and interpretability.

bioRxiv · Mar 20, 2026 · PreprintBioengineering