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Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19

Nov 26, 2020
Aoxiao Zhong, Xiang Li, Dufan Wu, Hui Ren, Kyungsang Kim, Younggon Kim, Varun Buch, Nir Neumark, Bernardo Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li

* Aoxiao Zhong and Xiang Li contribute equally to this work 

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Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network

Sep 13, 2020
Nuobei Xie, Kuang Gong, Ning Guo, Zhixing Qin, Jianan Cui, Zhifang Wu, Huafeng Liu, Quanzheng Li

* Accepted to MICCAI 2020 

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Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding

Dec 16, 2019
Nuobei Xie, Kuang Gong, Ning Guo, Zhixin Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li

* 11 pages, 12 figures 

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Multi-label Detection and Classification of Red Blood Cells in Microscopic Images

Oct 07, 2019
Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li

* Wei Qiu, Jiaming Guo and Xiang Li contributed equally 

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Predicting Alzheimer's Disease by Hierarchical Graph Convolution from Positron Emission Tomography Imaging

Oct 01, 2019
Jiaming Guo, Wei Qiu, Xiang Li, Xuandong Zhao, Ning Guo, Quanzheng Li

* Jiaming Guo, Wei Qiu and Xiang Li contribute equally to this work 

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Network Modeling and Pathway Inference from Incomplete Data ("PathInf")

Oct 01, 2018
Xiang Li, Qitian Chen, Xing Wang, Ning Guo, Nan Wu, Quanzheng Li

* Xiang Li, Qitian Che and Xing Wang contribute equally to this work 

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Learning Personalized Representation for Inverse Problems in Medical Imaging Using Deep Neural Network

Jul 04, 2018
Kuang Gong, Kyungsang Kim, Jianan Cui, Ning Guo, Ciprian Catana, Jinyi Qi, Quanzheng Li

* 11 pages, 7 figures 

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Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes

Nov 02, 2017
Zhe Guo, Xiang Li, Heng Huang, Ning Guo, Quanzheng Li

* 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC, 2018, pp. 903-907 
* Zhe Guo and Xiang Li contribute equally to this work 

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Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis

Jul 19, 2017
Xiang Li, Aoxiao Zhong, Ming Lin, Ning Guo, Mu Sun, Arkadiusz Sitek, Jieping Ye, James Thrall, Quanzheng Li

* accepted by 8th International Workshop on Machine Learning in Medical Imaging (MLMI 2017) 

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