Author

Jiasong Chen

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 Organism:human· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1

Frequent Co-Authors

Christina Sun· 2 shared Linchen QianiD· 2 shared Wei Sun· 2 shared Asanish KalyanasundaramiD· 1 shared Catilin Martin· 1 shared John Alex ElefteriadesiD· 1 shared John Elefteriades· 1 shared Liang LiangiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersBioengineering

Christina Sun

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2 papers

Recent·Most cited

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

Jiasong Chen, Linchen Qian, Ruonan Gong, Christina Sun, Thuy Pham, Catilin Martin, Mohammad Zafar, John Elefteriades, Wei Sun, Liang Liang

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

bioRxiv · Oct 13, 2026 · PreprintBioengineering

A 3D Image Segmentation Study of U-Net on CT Images of the Human Aorta with Morphologically Diverse Anatomy

Jiasong Chen, Linchen Qian, Pengce Wang, Christina Sun, Tongran Qin, Asanish Kalyanasundaram, Mohammad A. Zafar, John Alex Elefteriades, Wei Sun, Liang Liang

This study compares 2D and 3D U-Net for segmenting human aorta from CT images, finding 3D U-Net performs better but has geometry reconstruction errors.

bioRxiv · Oct 2, 2024 · PreprintBioengineering