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Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection


May 05, 2021
Youbao Tang, Ke Yan, Jinzheng Cai, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu


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Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss


May 03, 2021
Youbao Tang, Jinzheng Cai, Ke Yan, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu


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Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph


Apr 29, 2021
Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Kuo Chang-Fu, Adam Harrison, Shun Miao

* 10 pages 

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Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings


Apr 16, 2021
Bowen Li, Xinping Ren, Ke Yan, Le Lu, Guotong Xie, Jing Xiao, Dar-In Tai, Adam P. Harrison

* Main body includes 10 pages and 3 figures 

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Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images


Mar 24, 2021
Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao


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Learn molecular representations from large-scale unlabeled molecules for drug discovery


Dec 21, 2020
Pengyong Li, Jun Wang, Yixuan Qiao, Hao Chen, Yihuan Yu, Xiaojun Yao, Peng Gao, Guotong Xie, Sen Song


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Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions


Dec 09, 2020
Jun Wang, Shaoguo Wen, Kaixing Chen, Jianghua Yu, Xin Zhou, Peng Gao, Changsheng Li, Guotong Xie

* 13 pages, 7 figures, accepted for presentation at BMVC2020 

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AutoRC: Improving BERT Based Relation Classification Models via Architecture Search


Sep 27, 2020
Wei Zhu, Xipeng Qiu, Yuan Ni, Guotong Xie


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AutoTrans: Automating Transformer Design via Reinforced Architecture Search


Sep 04, 2020
Wei Zhu, Xiaoling Wang, Xipeng Qiu, Yuan Ni, Guotong Xie


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Developing Knowledge-enhanced Chronic Disease Risk Prediction Models from Regional EHR Repositories


Jul 31, 2017
Jing Mei, Eryu Xia, Xiang Li, Guotong Xie


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