Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Xiao-Yun Zhou

VeniBot: Towards Autonomous Venipuncture with Automatic Puncture Area and Angle Regression from NIR Images


May 27, 2021
Xu Cao, Zijie Chen, Bolin Lai, Yuxuan Wang, Yu Chen, Zhengqing Cao, Zhilin Yang, Nanyang Ye, Junbo Zhao, Xiao-Yun Zhou, Peng Qi


  Access Paper or Ask Questions

VeniBot: Towards Autonomous Venipuncture with Semi-supervised Vein Segmentation from Ultrasound Images


May 27, 2021
Yu Chen, Yuxuan Wang, Bolin Lai, Zijie Chen, Xu Cao, Nanyang Ye, Zhongyuan Ren, Junbo Zhao, Xiao-Yun Zhou, Peng Qi


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Hetero-Modal Learning and Expansive Consistency Constraints for Semi-Supervised Detection from Multi-Sequence Data


Mar 24, 2021
Bolin Lai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Le Lu, Lingyun Huang, Mei Han, Jing Xiao, Heping Hu, Adam P. Harrison

* 13 pages 

  Access Paper or Ask Questions

Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays


Dec 30, 2020
Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao


  Access Paper or Ask Questions

Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach


Dec 15, 2020
Bolin Lai, Xiaoyu Bai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam Harrison

* 13 pages 

  Access Paper or Ask Questions

Amata: An Annealing Mechanism for Adversarial Training Acceleration


Dec 15, 2020
Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu

* accepted by AAAI 

  Access Paper or Ask Questions

Batch Group Normalization


Dec 09, 2020
Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro Esperanca, Guang-Zhong Yang, Zhenguo Li

* 8 pages 

  Access Paper or Ask Questions

Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution


Nov 08, 2020
Ruoxi Wang, Dandan Zhang, Qingbiao Li, Xiao-Yun Zhou, Benny Lo


  Access Paper or Ask Questions

Artificial Intelligence in Surgery


Dec 23, 2019
Xiao-Yun Zhou, Yao Guo, Mali Shen, Guang-Zhong Yang

* Frontiers of Medicine 2019 

  Access Paper or Ask Questions

Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle


Sep 16, 2019
Zhao-Yang Wang, Xiao-Yun Zhou, Peichao Li, Celia Riga, Guang-Zhong Yang

* 7 pages, 5 figures 

  Access Paper or Ask Questions

Z-Net: an Asymmetric 3D DCNN for Medical CT Volume Segmentation


Sep 16, 2019
Peichao Li, Xiao-Yun Zhou, Zhao-Yang Wang, Guang-Zhong Yang

* 8 pages, 9 figures, two tables 

  Access Paper or Ask Questions

U-Net Training with Instance-Layer Normalization


Aug 25, 2019
Xiao-Yun Zhou, Peichao Li, Zhao-Yang Wang, Guang-Zhong Yang

* 8 pages, 3 figures, accepted by MICCAI-MMMI 2019 workshop 

  Access Paper or Ask Questions

One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud


Jul 24, 2019
Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang

* 8.5 pages, 5 figures, MICCAI 2019 

  Access Paper or Ask Questions

Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair


Feb 28, 2019
Jian-Qing Zheng, Xiao-Yun Zhou, Guang-Zhong Yang

* 8 pages, 10 figures 

  Access Paper or Ask Questions

Atrous Convolutional Neural Network (ACNN) for Biomedical Semantic Segmentation with Dimensionally Lossless Feature Maps


Jan 26, 2019
Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang

* 10 pages, 7 tables, 11 figures 

  Access Paper or Ask Questions

3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair


Sep 16, 2018
Jian-Qing Zheng, Xiao-Yun Zhou, Celia Riga, Guang-Zhong Yang


  Access Paper or Ask Questions

Normalization in Training Deep Convolutional Neural Networks for 2D Bio-medical Semantic Segmentation


Sep 11, 2018
Xiao-Yun Zhou, Guang-Zhong Yang

* 7 figures, 7 pages, two tables 

  Access Paper or Ask Questions

Estimation of Tissue Oxygen Saturation from RGB Images based on Pixel-level Image Translation


Apr 19, 2018
Qing-Biao Li, Xiao-Yun Zhou, Jianyu Lin, Jian-Qing Zheng, Neil T. Clancy, Daniel S. Elson


  Access Paper or Ask Questions

Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects


Apr 09, 2018
Jian-Qing Zheng, Xiao-Yun Zhou, Qing-Biao Li, Celia Riga, Guang-Zhong Yang

* 2 pages, 2 figures 

  Access Paper or Ask Questions

Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment


Jan 08, 2018
Xiao-Yun Zhou, Jianyu Lin, Celia Riga, Guang-Zhong Yang, Su-Lin Lee

* IEEE Robotics and Automation Letters 2018 
* 7 pages, 10 figures 

  Access Paper or Ask Questions

A Real-time and Registration-free Framework for Dynamic Shape Instantiation


Dec 30, 2017
Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee

* Medical Image Analysis 44 (2017): 86-97 
* 35 Pages, 11 figures 

  Access Paper or Ask Questions