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SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation

Sep 25, 2020
Deying Kong, Haoyu Ma, Xiaohui Xie

* 31st British Machine Vision Conference (BMVC), oral presentation 

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Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation

Feb 05, 2020
Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie

* 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) 

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Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation

Jan 24, 2020
Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie

* The paper has be accepted and will be presented at 2020 IEEE Winter Conference on Applications of Computer Vision (WACV). The code is freely available at https://github.com/HowieMa/NSRMhand 

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AttentionAnatomy: A unified framework for whole-body organs at risk segmentation using multiple partially annotated datasets

Jan 13, 2020
Shanlin Sun, Yang Liu, Narisu Bai, Hao Tang, Xuming Chen, Qian Huang, Yong Liu, Xiaohui Xie

* accepted by ISBI 2020 (4 pages, 2 figures) 

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A Combined Deep Learning-Gradient Boosting Machine Framework for Fluid Intelligence Prediction

Oct 16, 2019
Yeeleng S. Vang, Yingxin Cao, Xiaohui Xie

* In: Pohl K., Thompson W., Adeli E., Linguraru M. (eds) Adolescent Brain Cognitive Development Neurocognitive Prediction. ABCD-NP 2019. Lecture Notes in Computer Science, vol 11791. Springer, Cham (2019) 
* Challenge in Adolescent Brain Cognitive Development Neurocognitive Prediction 

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Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning

Sep 27, 2019
Xiaoran Xu, Wei Feng, Yunsheng Jiang, Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng


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Adaptive Graphical Model Network for 2D Handpose Estimation

Sep 18, 2019
Deying Kong, Yifei Chen, Haoyu Ma, Xiangyi Yan, Xiaohui Xie

* 30th British Machine Vision Conference (BMVC) 

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NoduleNet: Decoupled False Positive Reductionfor Pulmonary Nodule Detection and Segmentation

Jul 25, 2019
Hao Tang, Chupeng Zhang, Xiaohui Xie

* Accepted to MICCAI 2019 

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Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking

Jun 18, 2019
Wentao Zhu, Yufang Huang, Mani A Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, Xiaohui Xie

* Blood tracking video: https://youtu.be/pEA6ZmtTNuQ Muscle tracking video: https://youtu.be/NvLrCaqCiAE 

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Automatic Pulmonary Lobe Segmentation Using Deep Learning

Apr 10, 2019
Hao Tang, Chupeng Zhang, Xiaohui Xie

* 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) 

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An End-to-end Framework For Integrated Pulmonary Nodule Detection and False Positive Reduction

Mar 23, 2019
Hao Tang, Xingwei Liu, Xiaohui Xie

* 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) 

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Automated pulmonary nodule detection using 3D deep convolutional neural networks

Mar 23, 2019
Hao Tang, Daniel R. Kim, Xiaohui Xie

* 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) 

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Parallel Clustering of Single Cell Transcriptomic Data with Split-Merge Sampling on Dirichlet Process Mixtures

Dec 25, 2018
Tiehang Duan, José P. Pinto, Xiaohui Xie

* Accepted for Bioinformatics Oxford 

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Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach

Nov 29, 2018
Tiehang Duan, Qi Lou, Sargur N. Srihari, Xiaohui Xie


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Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation

Nov 27, 2018
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Xiaohui Xie, Yen-Yu Lin, Wei Fan


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AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

Aug 15, 2018
Wentao Zhu, Yufang Huang, Hui Tang, Zhen Qian, Nan Du, Wei Fan, Xiaohui Xie

* 8 figures, 4 videos in GitHub and YouTube. Submitted to Medical Physics. Code and videos are available on GitHub. Video: https://www.youtube.com/watch?v=_PpIUIm4XLU 

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Content-based Video Relevance Prediction Challenge: Data, Protocol, and Baseline

Jun 03, 2018
Mengyi Liu, Xiaohui Xie, Hanning Zhou


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DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection

May 26, 2018
Wentao Zhu, Yeeleng S. Vang, Yufang Huang, Xiaohui Xie

* MICCAI2018 Early Accept, Code https://github.com/uci-cbcl/DeepEM-for-Weakly-Supervised-Detection.git 

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Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification

Feb 03, 2018
Yeeleng S. Vang, Zhen Chen, Xiaohui Xie

* 8 pages, 2 figures, 3 tables, ICIAR2018 workshop 

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DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification

Jan 25, 2018
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie

* 9 pages, 8 figures, IEEE WACV conference. arXiv admin note: substantial text overlap with arXiv:1709.05538 

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Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering

Jan 24, 2018
Zhe Wang, Xiaoyi Liu, Liangjian Chen, Limin Wang, Yu Qiao, Xiaohui Xie, Charless Fowlkes

* 8 pages, 5 figures, state-of-the-art VQA system; https://github.com/wangzheallen/STL-VQA 

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Adversarial Deep Structured Nets for Mass Segmentation from Mammograms

Dec 25, 2017
Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie

* Accepted by ISBI2018. arXiv admin note: substantial text overlap with arXiv:1612.05970 

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DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification

Sep 16, 2017
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie


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Adversarial Deep Structural Networks for Mammographic Mass Segmentation

Jun 09, 2017
Wentao Zhu, Xiang Xiang, Trac D. Tran, Xiaohui Xie

* First version on arXiv 2016, MICCAI 2017 Deep Learning in Medical Image Analysis (DLMIA) workshop 

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Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification

May 23, 2017
Wentao Zhu, Qi Lou, Yeeleng Scott Vang, Xiaohui Xie

* MICCAI 2017 Camera Ready 

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HLA class I binding prediction via convolutional neural networks

Apr 12, 2017
Yeeleng Scott Vang, Xiaohui Xie

* 12 pages, 4 figures, 4 tables 

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Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks

Mar 24, 2016
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie

* AAAI 2016 conference 

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Inference in Kingman's Coalescent with Particle Markov Chain Monte Carlo Method

May 03, 2013
Yifei Chen, Xiaohui Xie


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Efficient Latent Variable Graphical Model Selection via Split Bregman Method

Oct 13, 2011
Gui-Bo Ye, Yuanfeng Wang, Yifei Chen, Xiaohui Xie


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