Author

Ruonan Gong

University of Miami

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

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 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Organism:human· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Linchen QianiD· 2 shared Bradley G. Leshnower· 1 shared Catilin Martin· 1 shared Christina Sun· 1 shared Jiasong CheniD· 1 shared Jiasong Chen· 1 shared John Elefteriades· 1 shared Liang Liang· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersBioengineering

Linchen QianORCID

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintNov 11, 2026

Multi-Structure Segmentation of Type B Aortic Dissection from CT Images with U-Net

Ruonan Gong, Jiasong Chen, Linchen Qian…·Liang Liang

This paper applies U-Net-based models to segment TBAD structures from CT scans, finding 3D models outperform 2D ones, with nnU-Net 3D achieving highest scores.

DOI 10.64898/2026.11.08.765191

imagingdeep learning

𝕏 PostBluesky

BioengineeringbioRxivPreprintOct 13, 2026

A robust and scalable image analysis framework for phenotyping human thoracic aorta

Jiasong Chen, Linchen Qian, Ruonan Gong…·Liang Liang

This paper introduces a framework for automated thoracic aorta phenotyping from CT scans, generating anatomical landmarks, meshes, and biomechanical phenotypes.

DOI 10.64898/2026.10.11.758402

humanimaging

𝕏 PostBluesky