Author

Raymond Iezzi

Mayo ClinicORCID 0000-0002-5126-1898Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:spatial domain detection· 2 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Run Zhou YeiD· 2 shared Gregor Sebastian ReiteriD· 1 shared Jenna KrivitiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

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3 top collaborators · 3 mutual co-author links

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2 shared papersBioinformatics

Run Zhou YeORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJul 8, 2025

MAYOCTransformer: Masked-Attention for Yielding Comprehensive Semantic Segmentation of Retinal Optical Coherence Tomography Images using Transformer-based Neural Networks

Run Zhou Ye, Jenna Krivit, Gregor Sebastian Reiter, Raymond Iezzi

This paper introduces MAYOCTransformer, a transformer-based model for OCT image segmentation, which outperforms CNN-based models in most tasks and shows non-inferiority to manual annotations.

DOI 10.1101/2025.07.08.663601

imagingtransformer / foundation model

𝕏 PostBluesky

BioengineeringJournal of Personalized MedicinePeer-reviewedJan 6, 2025

Intraoperative Augmented Reality for Vitreoretinal Surgery using Edge Computing

Run Zhou Ye, Raymond Iezzi

This paper develops an AR system for vitreoretinal surgery using CNNs and edge computing to align pre-op and intra-op images in real-time, achieving 14 FPS and high registration accuracy.

4 citations

humanimaging

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