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CircleSnake: Instance Segmentation with Circle Representation


Nov 02, 2022
Ethan H. Nguyen, Haichun Yang, Zuhayr Asad, Ruining Deng, Agnes B. Fogo, Yuankai Huo

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* Machine Learning in Medical Imaging Workshop for 2022 MICCAI 

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Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning


Aug 30, 2022
Tianyuan Yao, Chang Qu, Jun Long, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Zuhayr Asad, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A. Landman, Haichun Yang, Catie Chang, Yuankai Huo

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* Machine.Learning.for.Biomedical.Imaging. 1 (2022) 
* Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://www.melba-journal.org/papers/2022:025.html. arXiv admin note: substantial text overlap with arXiv:2107.08650 

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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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Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review


Mar 30, 2022
Can Cui, Haichun Yang, Yaohong Wang, Shilin Zhao, Zuhayr Asad, Lori A. Coburn, Keith T. Wilson, Bennett A. Landman, Yuankai Huo

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Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data


Mar 08, 2022
Can Cui, Han Liu, Quan Liu, Ruining Deng, Zuhayr Asad, Yaohong WangShilin Zhao, Haichun Yang, Bennett A. Landman, 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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MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images


Jan 13, 2022
Kaifeng Pang, Zuhayr Asad, Shilin Zhao, Yuankai Huo

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Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data


Dec 23, 2021
Ruining Deng, Quan Liu, Can Cui, Zuhayr Asad, Haichun Yang, Yuankai Huo

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Evaluating Transformer based Semantic Segmentation Networks for Pathological Image Segmentation


Aug 26, 2021
Cam Nguyen, Zuhayr Asad, Yuankai Huo

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