Author

Eduardo da Matta

The University of Texas Health Science Center at Houston

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Haotian DangiD· 1 shared Hongyu Wang· 1 shared Lei YouiD· 1 shared Xiaobo zhou· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Haotian DangORCID

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1 paper

Recent·Most cited

Anatomy-Guided 3D Graph Networks for Couinaud Segmentation in Tumor Affected Livers

Lei You, Haotian Dang, Hongyu Wang, Eduardo da Matta, Xiaobo zhou

This paper introduces a two-stage framework combining 3D UNet and 3D GCN for accurate Couinaud segmentation in tumor-affected livers, achieving a mean Dice score of 0.828 on blind testing.

bioRxiv · Jun 29, 2026 · PreprintBioinformatics