Author

Jingling Zhang

City University of MacauORCID 0009-0007-8701-7567Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Organism:human· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Jia GuiD· 2 shared Wen ZhangiD· 2 shared Shu ting Zheng· 1 shared Shuting ZhengiD· 1 shared Xiang Fei Liu· 1 shared Xiangfei LiuiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersPathology

Jia GuORCID

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2 papers

Recent·Most cited

PathologybioRxivPreprintOct 10, 2026

UniMedSeg: Unified Multi-Modal Medical Image Segmentation via Uncertainty Guided Encoding and Frequency-Spatial Dual-Prompt Decoding

Jingling Zhang, Shu ting Zheng, Xiang Fei Liu…·Jia Gu

UniMedSeg improves multi-modal medical image segmentation by integrating uncertainty-guided encoding and dual-prompt decoding for better domain generalization and spatial risk estimation.

DOI 10.64898/2026.10.03.755900

imagingdeep learning

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BioinformaticsIEEE Journal of Biomedical and Health InformaticsPeer-reviewedNov 19, 2025

Dual-Field Microvascular Segmentation: Hemodynamically-Consistent Attention Learning for Retinal Vasculature Mapping

Jingling Zhang, Xiangfei Liu, Shuting Zheng…·Jia Gu

DFMS-Net improves retinal microvascular segmentation by integrating geometric and functional fields to enhance vessel continuity and hemodynamic plausibility.

2 citations

humanimaging

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