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Compound Figure Separation of Biomedical Images with Side Loss


Jul 19, 2021
Tianyuan Yao, Chang Qu, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A. Landman, Catie Chang, Haichun Yang, Yuankai Huo


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VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning


Jun 22, 2021
Mengyang Zhao, Quan Liu, Aadarsh Jha, Ruining Deng, Tianyuan Yao, Anita Mahadevan-Jansen, Matthew J. Tyska, Bryan A. Millis, Yuankai Huo


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SimTriplet: Simple Triplet Representation Learning with a Single GPU


Mar 09, 2021
Quan Liu, Peter C. Louis, Yuzhe Lu, Aadarsh Jha, Mengyang Zhao, Ruining Deng, Tianyuan Yao, Joseph T. Roland, Haichun Yang, Shilin Zhao, Lee E. Wheless, Yuankai Huo


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Towards Annotation-free Instance Segmentation and Tracking with Adversarial Simulations


Jan 19, 2021
Quan Liu, Isabella M. Gaeta, Mengyang Zhao, Ruining Deng, Aadarsh Jha, Bryan A. Millis, Anita Mahadevan-Jansen, Matthew J. Tyska, Yuankai Huo


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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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ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis


Nov 02, 2020
Quan Liu, Isabella M. Gaeta, Mengyang Zhao, Ruining Deng, Aadarsh Jha, Bryan A. Millis, Anita Mahadevan-Jansen, Matthew J. Tyska, Yuankai Huo


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CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns


Nov 02, 2020
Ruining Deng, Quan Liu, Shunxing Bao, Aadarsh Jha, Catie Chang, Bryan A. Millis, Matthew J. Tyska, 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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Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment


Jul 07, 2020
Aadarsh Jha, Haichun Yang, Ruining Deng, Meghan E. Kapp, Agnes B. Fogo, Yuankai Huo


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Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images


Jun 10, 2020
Ruining Deng, Haichun Yang, Aadarsh Jha, Yuzhe Lu, Peng Chu, Agnes 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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