Xiao-Yun Zhou

Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning

Chen-I Hsieh, Kang Zheng, Chi‐Hung Lin et al. · Nature Communications · 2021 · 161 citations · Full text

Medicine, Orthopedic Surgery, Radiology +17

Normalization in Training U-Net for 2-D Biomedical Semantic Segmentation

Xiao-Yun Zhou, Guang‐Zhong Yang · IEEE Robotics and Automation Letters · 2019 · 107 citations

Computing, Computer Science, Surgery +17

Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net

Xiao-Yun Zhou, Celia Riga, Lee Su-Lin et al. · 2018 · 27 citations

Computing, Computer Science, Surgery +16

ACNN: a Full Resolution DCNN for Medical Image Segmentation

Xiao-Yun Zhou, Jian-Qing Zheng, Peichao Li et al. · 2020 · 24 citations

Computing, Biomedical Engineering, Computer Science +17

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

Jian-Qing Zheng, Xiao-Yun Zhou, Celia Riga et al. · 2019 · 22 citations

Medicine, Radiology, Surgery +17