Author

Saeed Moazami

University of Southern CaliforniaORCID 0000-0001-5198-8512Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:dimensionality reduction· 2 Assay:imaging· 2 Approach:transformer / foundation model· 2 Research Focus:benchmarking· 1 Approach:diffusion model· 1 Approach:statistical model· 1

Frequent Co-Authors

Assad A. OberaiiD· 2 shared Sepideh Rezvani· 2 shared Agnimitra DasguptaiD· 1 shared Christina J. Azevedo· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 5 mutual co-author links

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2 shared papersBioengineering

Assad A. OberaiORCID

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2 papers

Recent·Most cited

BioengineeringComputerized Medical Imaging and GraphicsPeer-reviewedMay 20, 2026

Probabilistic Multi-site MR Image Harmonization via Feature Preserving Conditional Generative Adversarial Networks

Saeed Moazami, Sepideh Rezvani, Agnimitra Dasgupta, Assad A. Oberai

This paper introduces a feature-preserving conditional GAN for multi-site MRI harmonization, showing improved performance over existing methods.

2 citationstop 2%

imagingdeep learning

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BioengineeringScientific ReportsPeer-reviewedDec 20, 2025

Probabilistic Brain MR Image Transformation Using Generative Models

Sepideh Rezvani, Saeed Moazami, Christina J. Azevedo, Assad A. Oberai

This paper compares probabilistic generative models for MR image transformation, finding NCSN most accurate and DDPM best at detecting out-of-distribution inputs.

DOI 10.1038/s41598-025-31958-3

imagingdeep learning

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