Author

Hoa Nguyen

Institut PasteurORCID 0000-0002-5259-7414Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Hoa Nguyen1 paper · Trinity University

Biology Disciplines

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Biophysics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:differential expression· 1 Assay:imaging· 1 Organism:mouse· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Alejo Paullier· 1 shared Alissa M. HummeriD· 1 shared Amaia Ochandorena-SaaiD· 1 shared Andrew FavoriD· 1 shared Andriy KryshtafovychiD· 1 shared Anna LewickaiD· 1 shared Anna-Lena Steckelberg· 1 shared Arunodhayan Sampath KumariD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperBiophysics

Alejo Paullier

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2 papers

Recent·Most cited

Template-based RNA structure prediction advanced through a blind code competition

Youhan Lee, Shujun He, Toshiyuki Oda, G. John Rao, Yehyun Kim, Raehyun Kim, Hyunjin Kim, Cher Keng Heng, Danny Kowerko, Haowei Li, Hoa Nguyen, Arunodhayan Sampath Kumar, Raul Enrique Gomez, Meng Chen, Atsushi Yoshizawa, , Rhiju Das

The paper describes a Kaggle competition for RNA 3D structure prediction, showing that template-based methods can outperform deep learning approaches.

bioRxiv · Dec 30, 2025 · PreprintBiophysics

Deep learning-based detection of murine congenital heart defects from μCT scans

Hoa Nguyen, Audrey Desgrange, Amaia Ochandorena-Saa, Vanessa Benhamo, Ségolène Bernheim, Lucile Houyel, Sigolène M. Meilhac, Christophe Zimmer

This paper develops deep learning models to automatically detect congenital heart defects in mouse CT scans, achieving high accuracy across different cohorts.

Communications Biology · Dec 23, 2025Peer-reviewedDevelopmental Biology