Xiao-Yun Zhou
Xiao-Yun Zhou
Sr. research scientist @ PAII
Verified email at panacea-ai.org - Homepage
Title
Cited by
Cited by
Year
Normalization in Training U-Net for 2-D Biomedical Semantic Segmentation
XY Zhou, GZ Yang
IEEE Robotics and Automation Letters 4 (2), 1792-1799, 2019
64*2019
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net
XY Zhou, C Riga, SL Lee, GZ Yang
International Conference on Intelligent Robots and Systems (IROS), 1261-1267, 2018
32*2018
Application of artificial intelligence in surgery
XY Zhou, Y Guo, M Shen, GZ Yang
Frontiers of Medicine, 1-14, 2020
24*2020
Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment
XY Zhou, J Lin, C Riga, GZ Yang, SL Lee
IEEE Robotics and Automation Letters 3 (2), 1314--1321, 2018
222018
Acnn: a full resolution dcnn for medical image segmentation
XY Zhou, JQ Zheng, P Li, GZ Yang
2020 IEEE International Conference on Robotics and Automation (ICRA), 8455-8461, 2020
19*2020
A real-time and registration-free framework for dynamic shape instantiation
XY Zhou, GZ Yang, SL Lee
Medical image analysis 44, 86-97, 2018
182018
Towards 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair
JQ Zheng, XY Zhou, C Riga, GZ Yang
International Conference on Robotics and Automation (ICRA), 8747-8753, 2019
15*2019
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud
XY Zhou*, ZY Wang*, P Li, JQ Zheng, GZ Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2019
142019
Stent graft shape instantiation for fenestrated endovascular aortic repair
XY Zhou, GZ Yang, C Riga, SL Lee
The Hamlyn Symposium on Medical Robotics, 2017
142017
Real-Time 3-D Shape Instantiation for Partially Deployed Stent Segments From a Single 2-D Fluoroscopic Image in Fenestrated Endovascular Aortic Repair
JQ Zheng*, XY Zhou*, C Riga, GZ Yang
IEEE Robotics and Automation Letters 4 (4), 3703-3710, 2019
122019
Path planning for robot-enhanced cardiac radiofrequency catheter ablation
XY Zhou, S Ernst, SL Lee
International conference on robotics and automation (ICRA), 4172-4177, 2016
112016
An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning
Y Feng, Z Guo, Z Dong, XY Zhou, KW Kwok, S Ernst, SL Lee
International journal of computer assisted radiology and surgery 12 (7 …, 2017
102017
U-Net Training with Instance-Layer Normalization
XY Zhou, P Li, ZY Wang, GZ Yang
MICCAI-MMMI workshop 2019 pp 101-108, 2019
72019
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays
Y Wang, K Zheng, CT Chang, XY Zhou, Z Zheng, L Huang, J Xiao, L Lu, ...
accepted by IPMI2021, 2021
62021
Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects
JQ Zheng, XY Zhou, QB Li, C Riga, GZ Yang
The Hamlyn Symposium on Medical Robotics, 2018
62018
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle
ZY Wang, XY Zhou, P Li, C Theodoreli-Riga, GZ Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2020
32020
Z-Net: an Asymmetric 3D DCNN for Medical CT Volume Segmentation
P Li, XY Zhou, ZY Wang, GZ Yang
accepted by IROS2020, 2020
2*2020
VeniBot: Towards Autonomous Venipuncture with Semi-supervised Vein Segmentation from Ultrasound Images
Y Chen, Y Wang, B Lai, Z Chen, X Cao, N Ye, Z Ren, J Zhao, XY Zhou, ...
accepted by IROS2021, 2021
12021
Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning
CI Hsieh, K Zheng, C Lin, L Mei, L Lu, W Li, FP Chen, Y Wang, X Zhou, ...
Nature communications 12 (1), 1-9, 2021
12021
An Annealing Mechanism for Adversarial Training Acceleration
N Ye, Q Li, XY Zhou, Z Zhu
IEEE Transactions on Neural Networks and Learning Systems, 2021
12021
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