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A Flexible Three-Dimensional Hetero-phase Computed Tomography Hepatocellular Carcinoma (HCC) Detection Algorithm for Generalizable and Practical HCC Screening


Aug 17, 2021
Chi-Tung Cheng, Jinzheng Cai, Wei Teng, Youjing Zheng, YuTing Huang, Yu-Chao Wang, Chien-Wei Peng, Youbao Tang, Wei-Chen Lee, Ta-Sen Yeh, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison


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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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Computational Emotion Analysis From Images: Recent Advances and Future Directions


Mar 19, 2021
Sicheng Zhao, Quanwei Huang, Youbao Tang, Xingxu Yao, Jufeng Yang, Guiguang Ding, Björn W. Schuller

* Accepted chapter in the book "Human Perception of Visual Information Psychological and Computational Perspective" 

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Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining


Mar 09, 2021
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu


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Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies


Dec 09, 2020
Jinzheng Cai, Youbao Tang, Ke Yan, Adam P. Harrison, Jing Xiao, Gigin Lin, Le Lu

* Main manuscript: 11 pages, 4 figures, and 5 tables. Supplementary materials: 6 pages, 5 figures, and 1 table. Under review for publication 

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Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images


Dec 04, 2020
Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Adam P. Harrison, Dazhou Guo, Youbao Tang, Jing Xiao, Jingjing Lu, Le Lu

* 16 pages including supplementary 

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One Click Lesion RECIST Measurement and Segmentation on CT Scans


Jul 21, 2020
Youbao Tang, Ke Yan, Jing Xiao, Ranold M. Summers


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E$^2$Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans


Jul 19, 2020
Youbao Tang, Yuxing Tang, Yingying Zhu, Jing Xiao, Ronald M. Summers


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Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model


Jul 14, 2020
Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers

* Accepted to Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020 

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Bone Suppression on Chest Radiographs With Adversarial Learning


Feb 08, 2020
Jia Liang, Yuxing Tang, Youbao Tang, Jing Xiao, Ronald M. Summers

* Accepted by SPIE Medical Imaging 2020 

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Weakly Supervised Lesion Co-segmentation on CT Scans


Jan 24, 2020
Vatsal Agarwal, Youbao Tang, Jing Xiao, Ronald M. Summers


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Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation


Jan 23, 2020
Vatsal Agarwal, Youbao Tang, Jing Xiao, Ronald M. Summers


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TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays


Aug 21, 2019
Yuxing Tang, Youbao Tang, Veit Sandfort, Jing Xiao, Ronald M. Summers

* MICCAI 2019 

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MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation


Aug 12, 2019
Ke Yan, Youbao Tang, Yifan Peng, Veit Sandfort, Mohammadhadi Bagheri, Zhiyong Lu, Ronald M. Summers

* MICCAI 2019, including appendix. code: https://github.com/rsummers11/CADLab/tree/master/MULAN_universal_lesion_analysis 

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XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation


Apr 19, 2019
Youbao Tang, Yuxing Tang, Jing Xiao, Ronald M. Summers

* Accepted by MIDL 2019 

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Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier


Mar 05, 2019
Yuxing Tang, Youbao Tang, Mei Han, Jing Xiao, Ronald M. Summers

* Accepted as an oral presentation in IEEE International Symposium on Biomedical Imaging (ISBI) 2019 

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ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining


Jan 18, 2019
Youbao Tang, Ke Yan, Yuxing Tang, Jiamin Liu, Jing Xiao, Ronald M. Summers


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CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement


Jul 18, 2018
Youbao Tang, Jinzheng Cai, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M. Summers

* Accepted by MLMI 2018 

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Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST


Jul 02, 2018
Jinzheng Cai, Youbao Tang, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M. Summers

* 9 pages, 3 figures, accepted to MICCAI 2018. arXiv admin note: substantial text overlap with arXiv:1801.08614 

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Semi-Automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks


Jun 25, 2018
Youbao Tang, Adam P. Harrison, Mohammadhadi Bagheri, Jing Xiao, Ronald M. Summers

* Accepted by MICCAI 2018 

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CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation


Jun 11, 2018
Dakai Jin, Ziyue Xu, Youbao Tang, Adam P. Harrison, Daniel J. Mollura

* MICCAI 2018 

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Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST


Jan 25, 2018
Jinzheng Cai, Youbao Tang, Le Lu, Adam P. Harrison, Ke Yan, Jing Xiao, Lin Yang, Ronald M. Summers

* v1: Main paper + supplementary material 

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Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs


Aug 18, 2016
Youbao Tang, Xiangqian Wu

* 18 pages, 9 figures, accepted by ECCV 2016 

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Deeply-Supervised Recurrent Convolutional Neural Network for Saliency Detection


Aug 18, 2016
Youbao Tang, Xiangqian Wu, Wei Bu

* 5 pages, 5 figures, accepted by ACMMM 2016 

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