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Omni-Seg+: A Scale-aware Dynamic Network for Pathological Image Segmentation


Jun 27, 2022
Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Jun Long, Zuhayr Asad, R. Michael Womick, Zheyu Zhu, Agnes B. Fogo, Shilin Zhao, Haichun Yang, Yuankai Huo

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Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining


May 31, 2022
Tianyuan Yao, Yuzhe Lu, Jun Long, Aadarsh Jha, Zheyu Zhu, Zuhayr Asad, Haichun Yang, Agnes B. Fogo, Yuankai Huo

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Holistic Fine-grained GGS Characterization: From Detection to Unbalanced Classification


Jan 31, 2022
Yuzhe Lu, Haichun Yang, Zuhayr Asad, Zheyu Zhu, Tianyuan Yao, Jiachen Xu, Agnes B. Fogo, Yuankai Huo

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Circle Representation for Medical Object Detection


Oct 22, 2021
Ethan H. Nguyen, Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo

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* 10 pages, 8 figures, to be published in IEEE Transactions on Medical Imaging 

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Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation


Jan 16, 2021
Yuzhe Lu, Haichun Yang, Zheyu Zhu, Ruining Deng, Agnes B. Fogo, Yuankai Huo

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EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology


Jul 28, 2020
Zheyu Zhu, Yuzhe Lu, Ruining Deng, Haichun Yang, Agnes B. Fogo, Yuankai Huo

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CircleNet: Anchor-free Detection with Circle Representation


Jun 03, 2020
Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Ye Chen, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo

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