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Deep learning at the edge enables real-time streaming ptychographic imaging


Sep 20, 2022
Anakha V Babu, Tao Zhou, Saugat Kandel, Tekin Bicer, Zhengchun Liu, William Judge, Daniel J. Ching, Yi Jiang, Sinisa Veseli, Steven Henke, Ryan Chard, Yudong Yao, Ekaterina Sirazitdinova, Geetika Gupta, Martin V. Holt, Ian T. Foster, Antonino Miceli, Mathew J. Cherukara


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Quasi-supervised Learning for Super-resolution PET


Sep 03, 2022
Guangtong Yang, Chen Li, Yudong Yao, Ge Wang, Yueyang Teng

* 12 pages, 11 figures 

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Adaptive Weighted Nonnegative Matrix Factorization for Robust Feature Representation


Jun 07, 2022
Tingting Shen, Junhang Li, Can Tong, Qiang He, Chen Li, Yudong Yao, Yueyang Teng


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CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron


Jun 02, 2022
Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek


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Brachial Plexus Nerve Trunk Segmentation Using Deep Learning: A Comparative Study with Doctors' Manual Segmentation


May 17, 2022
Yu Wang, Binbin Zhu, Lingsi Kong, Jianlin Wang, Bin Gao, Jianhua Wang, Dingcheng Tian, Yudong Yao

* 9 pages 

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Subspace Nonnegative Matrix Factorization for Feature Representation


Apr 18, 2022
Junhang Li, Jiao Wei, Can Tong, Tingting Shen, Yuchen Liu, Chen Li, Shouliang Qi, Yudong Yao, Yueyang Teng


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TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos


Apr 18, 2022
Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek

* 17 pages, 12 figures 

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Improving the Level of Autism Discrimination through GraphRNN Link Prediction


Feb 19, 2022
Haonan Sun, Qiang He, Shouliang Qi, Yudong Yao, Yueyang Teng


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A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements


Feb 18, 2022
Jiawei Zhang, Chen Li, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek


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EBHI:A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation


Feb 17, 2022
Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang, Haoyuan Chen, Wanli Liu, Yudong Yao, Hongzan Sun, Ning Xu, Xinyu Huang, Marcin Grzegorze


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