Xiao-Yun Zhou

is this you? claim profile

0 followers
Imperial College London

Featured Co-authors

Peng Wang
105 publications
Jing Xiao
78 publications
Le Lu
75 publications
Yuankai Huo
48 publications
Guang-Zhong Yang
39 publications
Zhanxing Zhu
38 publications
Zhenguo Li
30 publications
Jinzheng Cai
21 publications
Yong Xia
20 publications
Yao Guo
18 publications
Qianxiao Li
18 publications

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

Exploiting available medical records to train high performance computer-...
12/30/2020 ∙ by Yirui Wang, et al. ∙ 0 ∙ share

read it
Amata: An Annealing Mechanism for Adversarial Training Acceleration

Despite the empirical success in various domains, it has been revealed t...
12/15/2020 ∙ by Nanyang Ye, et al. ∙ 0 ∙ share

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

Using radiological scans to identify liver tumors is crucial for proper ...
12/13/2020 ∙ by Bolin Lai, et al. ∙ 0 ∙ share

read it
Batch Group Normalization

Deep Convolutional Neural Networks (DCNNs) are hard and time-consuming t...
12/04/2020 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

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

In Robot-Assisted Minimally Invasive Surgery (RAMIS), a camera assistant...
11/08/2020 ∙ by Ruoxi Wang, et al. ∙ 14 ∙ share

read it
Artificial Intelligence in Surgery

Artificial Intelligence (AI) is gradually changing the practice of surge...
12/23/2019 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

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

3D shape instantiation which reconstructs the 3D shape of a target from ...
09/16/2019 ∙ by Zhao-Yang Wang, et al. ∙ 0 ∙ share

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

Accurate volume segmentation from the Computed Tomography (CT) scan is a...
09/16/2019 ∙ by Peichao Li, et al. ∙ 0 ∙ share

read it
U-Net Training with Instance-Layer Normalization

Normalization layers are essential in a Deep Convolutional Neural Networ...
08/21/2019 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

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

Shape instantiation which predicts the 3D shape of a dynamic target from...
07/24/2019 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

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

In robot-assisted Fenestrated Endovascular Aortic Repair (FEVAR), accura...
02/28/2019 ∙ by Jian-Qing Zheng, et al. ∙ 0 ∙ share

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

Deep Convolutional Neural Networks (DCNNs) are showing impressive perfor...
01/26/2019 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

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

The current standard of intra-operative navigation during Fenestrated En...
09/16/2018 ∙ by Jian-Qing Zheng, et al. ∙ 0 ∙ share

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

2D bio-medical semantic segmentation is important for surgical robotic v...
09/11/2018 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

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

Intra-operative measurement of tissue oxygen saturation (StO2) has been ...
04/19/2018 ∙ by Qing-Biao Li, et al. ∙ 0 ∙ share

read it
Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects

Pre-operative Abdominal Aortic Aneurysm (AAA) 3D shape is critical for c...
04/09/2018 ∙ by Jian-Qing Zheng, et al. ∙ 0 ∙ share

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

Real-time 3D navigation during minimally invasive procedures is an essen...
12/30/2017 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

read it
Focal FCN: Towards Small Object Segmentation with Limited Training Data

Small object segmentation is a common task in medical image analysis. Tr...
11/04/2017 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

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

Robot-assisted deployment of fenestrated stent grafts in Fenestrated End...
09/22/2017 ∙ by Xiao-Yun Zhou, et al. ∙ 0 ∙ share

read it