Author

Eric Nguyen

University of California, Los AngelesPrimary ORCID profile (0009-0008-6593-0707 · 4 papers)Unclaimed ORCID profile · follow to get notified of new preprints

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Same name, identified by ORCID

Eric NguyeniD4 papers · Arc Research Institute

Biology Disciplines

Click to filter author papers

Bioengineering· 1 Genomics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Organism:human· 2 Assay:ATAC-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Ahyeon HwangiD· 1 shared Alexej S. AbyzoviD· 1 shared Ananya S. RajagopalaniD· 1 shared Andrew C. YangiD· 1 shared Andrew J. ChessiD· 1 shared Ao Huang· 1 shared Arjun BhattacharyaiD· 1 shared Ashley Clement· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperGenomics

Ahyeon HwangORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Necessity and Impact of Specialization of Large Foundation Model for Medical Segmentation Tasks

Eric Nguyen, Hengjie Liu, Dan Ruan

This study evaluates MedSAM and LiteMedSAM for medical image segmentation, finding that off-the-shelf performance is poor but specialized fine-tuning significantly improves accuracy.

Medical Physics · Oct 21, 2024Peer-reviewedBioengineering

Single-cell genomics and regulatory networks for 388 human brains

Prashant S. Emani, Jason J. Liu, Declan Clarke, Matthew Jensen, Jonathan Warrell, Chirag Gupta, Ran Meng, Che-Yu Lee, Siwei Xu, Cagatay Dursun, Shaoke Lou, Yuhang Chen, Zhiyuan Chu, Timur R. Galeev, Ahyeon Hwang, , Gregory M. Cooper

The paper processes single-nuclei multi-omics data from 388 human brains to identify regulatory elements and build cell-type networks, revealing changes in aging and neuropsychiatric disorders.

Science · May 23, 2024Peer-reviewedGenomics