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Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation

Sep 27, 2020
Lipei Zhang, Aozhi Liu, Jing Xiao, Paul Taylor

* 6 pages, 6 figures, 3 tables 

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FedSmart: An Auto Updating Federated Learning Optimization Mechanism

Sep 16, 2020
Anxun He, Jianzong Wang, Zhangcheng Huang, Jing Xiao

* has been presented in APWeb-WAIM 2020 

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Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT

Sep 05, 2020
Ke Yan, Jinzheng Cai, Youjing Zheng, Adam P. Harrison, Dakai Jin, You-Bao Tang, Yu-Xing Tang, Lingyun Huang, Jing Xiao, Le Lu

* In submission 

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User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation

Sep 05, 2020
Ashwin Raju, Zhanghexuan Ji, Chi Tung Cheng, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHung Liao, Adam P. Harrison


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Deep Volumetric Universal Lesion Detection using Light-Weight Pseudo 3D Convolution and Surface Point Regression

Aug 30, 2020
Jinzheng Cai, Ke Yan, Chi-Tung Cheng, Jing Xiao, Chien-Hung Liao, Le Lu, Adam P. Harrison

* Accepted by MICCAI2020 

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Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network

Aug 29, 2020
Chun-Hung Chao, Zhuotun Zhu, Dazhou Guo, Ke Yan, Tsung-Ying Ho, Jinzheng Cai, Adam P. Harrison, Xianghua Ye, Jing Xiao, Alan Yuille, Min Sun, Le Lu, Dakai Jin

* Accepted to MICCAI 2020 

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Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy

Aug 27, 2020
Zhuotun Zhu, Dakai Jin, Ke Yan, Tsung-Ying Ho, Xianghua Ye, Dazhou Guo, Chun-Hung Chao, Jing Xiao, Alan Yuille, Le Lu

* MICCAI2020 

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DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging

Aug 26, 2020
Jiawen Yao, Yu Shi, Le Lu, Jing Xiao, Ling Zhang

* 11 pages, 3 figures, Early accepted to Medical Image Computing and Computer Assisted Interventions Conference (MICCAI) 2020 

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Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans

Aug 24, 2020
Ling Zhang, Yu Shi, Jiawen Yao, Yun Bian, Kai Cao, Dakai Jin, Jing Xiao, Le Lu

* 10 pages, 2 figures; MICCAI 2020 

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A Real-time Robot-based Auxiliary System for Risk Evaluation of COVID-19 Infection

Aug 18, 2020
Wenqi Wei, Jianzong Wang, Jiteng Ma, Ning Cheng, Jing Xiao

* will be presented in INTERSPEECH 2020 

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Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification

Aug 13, 2020
Xiaoyang Qu, Jianzong Wang, Jing Xiao

* will be presented in INTERSPEECH 2020 

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Large-scale Transfer Learning for Low-resource Spoken Language Understanding

Aug 13, 2020
Xueli Jia, Jianzong Wang, Zhiyong Zhang, Ning Cheng, Jing Xiao

* will be presented in INTERSPEECH 2020 

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Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit

Aug 13, 2020
Zhen Zeng, Jianzong Wang, Ning Cheng, Jing Xiao

* will be presented in INTERSPEECH 2020 

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MLNET: An Adaptive Multiple Receptive-field Attention Neural Network for Voice Activity Detection

Aug 13, 2020
Zhenpeng Zheng, Jianzong Wang, Ning Cheng, Jian Luo, Jing Xiao

* will be presented in INTERSPEECH 2020 

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Reliable Liver Fibrosis Assessment from Ultrasound using Global Hetero-Image Fusion and View-Specific Parameterization

Aug 07, 2020
Bowen Li, Ke Yan, Dar-In Tai, Yuankai Huo, Le Lu, Jing Xiao, Adam P. Harrison

* 10 pages, MICCAI 2020 

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UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks

Aug 06, 2020
Bo Huang, Ye Bi, Zhenyu Wu, Jianming Wang, Jing Xiao

* 6 pages, accepted by CIKM 2019 GRLA workshop 

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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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Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images

Jul 12, 2020
Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Cheng, Adam P. Harrison, Jing Xiao, Gregory D. Hager, Le Lu, Chien-Hung Liao, Shun Miao

* ECCV 2020 (camera-ready) 

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Learning to Segment Anatomical Structures Accurately from One Exemplar

Jul 08, 2020
Yuhang Lu, Weijian Li, Kang Zheng, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao

* MICCAI2020 (Early accept) 

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Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning

Jun 28, 2020
Yuankai Huo, Jinzheng Cai, Chi-Tung Cheng, Ashwin Raju, Ke Yan, Bennett A. Landman, Jing Xiao, Le Lu, Chien-Hung Liao, Adam Harrison


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Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

Jun 10, 2020
Ashwin Raju, Chi-Tung Cheng, Yunakai Huo, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, ChienHuang Liao, Adam P Harrison

* 23 pages, 8 figures 

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Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets

May 28, 2020
Ke Yan, Jinzheng Cai, Adam P. Harrison, Dakai Jin, Jing Xiao, Le Lu


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Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification

May 27, 2020
Zhuotun Zhu, Ke Yan, Dakai Jin, Jinzheng Cai, Tsung-Ying Ho, Adam P Harrison, Dazhou Guo, Chun-Hung Chao, Xianghua Ye, Jing Xiao, Alan Yuille, Le Lu

* 14 pages, 4 Figures 

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JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

May 27, 2020
Fengze Liu, Jingzheng Cai, Yuankai Huo, Chi-Tung Cheng, Ashwin Raju, Dakai Jin, Jing Xiao, Alan Yuille, Le Lu, ChienHung Liao, Adam P Harrison


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Structured Landmark Detection via Topology-Adapting Deep Graph Learning

Apr 23, 2020
Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin, Jiebo Luo, Chi-Tung Cheng, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao


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Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search

Apr 17, 2020
Dazhou Guo, Dakai Jin, Zhuotun Zhu, Tsung-Ying Ho, Adam P. Harrison, Chun-Hung Chao, Jing Xiao, Alan Yuille, Chien-Yu Lin, Le Lu

* IEEE CVPR 2020 

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