Author

Jiasong Chen

University of MiamiORCID 0009-0005-1976-1680Unclaimed ORCID profile · follow to get notified of new preprints

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Jiasong Chen2 papers · University of Miami

Biology Disciplines

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Bioengineering· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Linchen QianiD· 2 shared Bradley G. Leshnower· 1 shared Liang Liang· 1 shared Liang LiangiD· 1 shared Linhai MaiD· 1 shared Minliang Liu· 1 shared Ruonan Gong· 1 shared Timur M. Urakov· 1 shared

Activity by Year

2024-2026 · peak 1/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

BioengineeringComputers in Biology and MedicinePeer-reviewedJul 1, 2024

Evaluation of Deep Neural Network Models for Instance Segmentation of Lumbar Spine MRI

Jiasong Chen, Linchen Qian, Linhai Ma…·Liang Liang

This paper evaluates 15 DNN models for instance segmentation of lumbar spine MRI using a new synthetic dataset and two metrics.

30 citations

imagingdeep learning

𝕏 PostBluesky