Следене
Xiao-Yun Zhou
Xiao-Yun Zhou
Sr. research scientist @ PAII
Потвърден имейл адрес: panacea-ai.org - Начална страница
Заглавие
Позовавания
Позовавания
Година
Application of artificial intelligence in surgery
XY Zhou, Y Guo, M Shen, GZ Yang
Frontiers of Medicine, 1-14, 2020
1352020
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
118*2019
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
822021
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
43*2018
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
35*2020
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
212021
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
212018
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
202019
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
192017
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
18*2019
Amata: An Annealing Mechanism for Adversarial Training Acceleration
N Ye, Q Li, XY Zhou, Z Zhu
accepted by AAAI2021, 2021
172021
A real-time and registration-free framework for dynamic shape instantiation
XY Zhou, GZ Yang, SL Lee
Medical image analysis 44, 86-97, 2018
162018
Batch Group Normalization
XY Zhou, J Sun, N Ye, X Lan, Q Luo, BL Lai, P Esperanca, GZ Yang, Z Li
arXiv preprint arXiv:2012.02782, 2020
142020
An Annealing Mechanism for Adversarial Training Acceleration
N Ye, Q Li, XY Zhou, Z Zhu
IEEE Transactions on Neural Networks and Learning Systems, 2021
132021
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution
R Wang, D Zhang, Q Li, XY Zhou, B Lo
accepted by ICRA2021, 2021
132021
U-Net Training with Instance-Layer Normalization
XY Zhou, P Li, ZY Wang, GZ Yang
MICCAI-MMMI workshop 2019 pp 101-108, 2019
132019
Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images
K Zheng, Y Wang, X Zhou, F Wang, L Lu, C Lin, L Huang, G Xie, J Xiao, ...
accepted by MICCAI2021, 2021
112021
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
112020
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
112018
Stent graft shape instantiation for fenestrated endovascular aortic repair
XY Zhou, GZ Yang, C Riga, SL Lee
The Hamlyn Symposium on Medical Robotics, 2017
92017
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