Author

Hanyi Yu

Emory UniversityORCID 0000-0003-4587-2147Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Research Focus:clustering· 2 Approach:deep learning· 2 Research Focus:dimensionality reduction· 2 Assay:imaging· 2 Organism:human· 1

Frequent Co-Authors

Fusheng WangiD· 2 shared George TeodoroiD· 2 shared Jun KongiD· 2 shared Alton B. FarrisiD· 1 shared John M. NickersoniD· 1 shared Kun JiangiD· 1 shared Nima SharifaiiD· 1 shared

Activity by Year

2022-2022 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 18 mutual co-author links

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2 shared papersBioinformatics

Fusheng WangORCID

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2 papers

Recent·Most cited

Artificial Intelligence based Liver Portal Tract Region Identification and Quantification with Transplant Biopsy Whole-Slide Images

Hanyi Yu, Nima Sharifai, Kun Jiang, Fusheng Wang, George Teodoro, Alton B. Farris, Jun Kong

This paper develops a deep learning model to segment portal tract regions in liver biopsy images, showing strong correlation with fibrosis staging.

Computers in Biology and Medicine · Nov 1, 2022Peer-reviewedBioinformatics

MultiHeadGAN: A Deep Learning Method for Low Contrast Retinal Pigment Epithelium Cells Segmentation in Fluorescent Flatmount Microscopy Images

Hanyi Yu, Fusheng Wang, George Teodoro, John M. Nickerson, Jun Kong

The paper introduces MultiHeadGAN, a deep learning method for segmenting low contrast RPE cells in impaired flatmount images, achieving high segmentation accuracy.

Computers in Biology and Medicine · May 9, 2022Peer-reviewedBioinformatics