Author

Parvin Forghani

Emory UniversityORCID 0000-0001-9727-3344Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:human· 2 Assay:imaging· 2 Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Chunhui XuiD· 2 shared Shu JiaiD· 2 shared Wenhao LiuiD· 2 shared Xuanwen HuaiD· 2 shared Zhi LingiD· 2 shared Afsane RadmandiD· 1 shared Aparna Hemant KesarwalaiD· 1 shared Christopher Pierce· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

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2 shared papersBioengineering

Chunhui XuORCID

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Author profile →

2 papers

Recent·Most cited

HYPER-Net: Physics-Conditioned Self-Supervised Reconstruction for Fourier Light-Field Microscopy

Zhi Ling, Xuanwen Hua, Wenhao Liu, Hao Wu, Peng Chen, Jessica Hou, Parvin Forghani, Christopher Pierce, Ge-Ah Kim, Shuichi Takayama, Shuyi Nie, Chunhui Xu, Hang Lu, Shu Jia

HYPER-Net enables physics-conditioned self-supervised reconstruction for Fourier light-field microscopy, improving volumetric imaging across diverse biological contexts.

bioRxiv · Apr 20, 2026 · PreprintBioengineering

PAVR: High-Resolution Cellular Imaging via a Physics-Aware Volumetric Reconstruction Framework

Xuanwen Hua, Keyi Han, Zhi Ling, Olivia Reid, Zijun Gao, Hongmanlin Zhang, Edward A. Botchwey, Parvin Forghani, Wenhao Liu, Mithila Sawant, Afsane Radmand, Hyejin Kim, James E. Dahlman, Aparna Hemant Kesarwala, Chunhui Xu, Shu Jia

PAVR enables high-resolution volumetric imaging of cells using a physics-aware framework trained on simulated data, demonstrating applications in tracking subcellular structures and analyzing cardiac cell dynamics.

bioRxiv · Mar 6, 2026 · PreprintBioengineering