Author

Xinyu Zhang

The University of Texas Southwestern Medical CenterORCID 0000-0002-9625-3074Unclaimed ORCID profile · follow to get notified of new preprints

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Xinyu Zhang6 papers · Baotou Central Hospital

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Bioengineering· 1

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

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A HenningiD· 1 shared Andrew Martin WrightiD· 1 shared Kimberly L. ChaniD· 1 shared Mahrshi B. JaniiD· 1 shared

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2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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A HenningORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintJun 19, 2026

Deep Learning-Based Reconstruction: Model Comparison for Variable-Density GRAPPA 1H MRSI

Xinyu Zhang, Mahrshi B. Jani, Andrew Martin Wright…·A Henning

This paper compares deep learning models for improving 1H MRSI reconstruction, finding that U-Net outperforms MultiNet in reducing lipid artifacts and improving metabolite map fidelity.

DOI 10.64898/2026.06.17.733011

imagingdeep learning

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