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Zhaohan Xiong
Zhaohan Xiong
Radcliffe Department of Medicine, University of Oxford
Verified email at cardiov.ox.ac.uk - Homepage
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Year
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
Z Xiong, Q Xia, Z Hu, N Huang, C Bian, Y Zheng, S Vesal, N Ravikumar, ...
Medical Image Analysis 67, 101832, 2021
2382021
Robust ECG signal classification for detection of atrial fibrillation using a novel neural network
Z Xiong, MK Stiles, J Zhao
2017 Computing in Cardiology (CinC), 1-4, 2017
2302017
ECG signal classification for the detection of cardiac arrhythmias using a convolutional recurrent neural network
Z Xiong, MP Nash, E Cheng, VV Fedorov, MK Stiles, J Zhao
Physiological measurement 39 (9), 094006, 2018
1552018
Fully automatic left atrium segmentation from late gadolinium enhanced magnetic resonance imaging using a dual fully convolutional neural network
Z Xiong, VV Fedorov, X Fu, E Cheng, R Macleod, J Zhao
IEEE transactions on medical imaging 38 (2), 515-524, 2019
1402019
A machine learning aided systematic review and meta-analysis of the relative risk of atrial fibrillation in patients with diabetes mellitus
Z Xiong, T Liu, G Tse, M Gong, PA Gladding, BH Smaill, MK Stiles, ...
Frontiers in physiology 9, 376106, 2018
1122018
Segmentation of histological images and fibrosis identification with a convolutional neural network
X Fu, T Liu, Z Xiong, BH Smaill, MK Stiles, J Zhao
Computers in biology and medicine 98, 147-158, 2018
442018
Mini review: Deep learning for atrial segmentation from late gadolinium-enhanced MRIs
K Jamart, Z Xiong, GD Maso Talou, MK Stiles, J Zhao
Frontiers in Cardiovascular Medicine 7, 86, 2020
342020
Robust ecg signal classification for detection of atrial fibrillation using a novel neural network. In 2017 Computing in Cardiology (CinC)
Z Xiong, MK Stiles, J Zhao
IEEE. https://doi. org/10.22489/CinC 138, 2017
282017
A robust computational framework for estimating 3D Bi-Atrial chamber wall thickness
Y Wang, Z Xiong, A Nalar, BJ Hansen, S Kharche, G Seemann, A Loewe, ...
Computers in Biology and Medicine, 103444, 2019
222019
The role of artificial intelligence in hypertensive disorders of pregnancy: towards personalized healthcare
M Alkhodari, Z Xiong, AH Khandoker, LJ Hadjileontiadis, P Leeson, ...
Expert Review of Cardiovascular Therapy 21 (7), 531-543, 2023
122023
Enhancing the detection of atrial fibrillation from wearable sensors with neural style transfer and convolutional recurrent networks
Z Xiong, MK Stiles, AM Gillis, J Zhao
Computers in Biology and Medicine 146, 105551, 2022
82022
Two-stage 2D CNN for automatic atrial segmentation from LGE-MRIs
K Jamart, Z Xiong, GM Talou, MK Stiles, J Zhao
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020
82020
A machine learning aided systematic review and meta-analysis of the relative risk of atrial fibrillation in patients with diabetes mellitus. Front Physiol. 2018; 9: 835
Z Xiong, T Liu, G Tse, M Gong, PA Gladding, BH Smaill
72018
Automatic 3D Surface Reconstruction of the Left Atrium from Clinically Mapped Point Clouds Using Convolutional Neural Networks
Z Xiong, MK Stiles, Y Yao, R Shi, A Nalar, J Hawson, G Lee, J Zhao
Frontiers in Physiology, 733, 2022
62022
A machine learning-based score for precise echocardiographic assessment of cardiac remodelling in hypertensive young adults
M Alsharqi, W Lapidaire, Y Iturria-Medina, Z Xiong, W Williamson, ...
European Heart Journal-Imaging Methods and Practice 1 (2), qyad029, 2023
52023
Fully automatic 3D bi-atria segmentation from late gadolinium-enhanced MRIs using double convolutional neural networks
Z Xiong, A Nalar, K Jamart, MK Stiles, VV Fedorov, J Zhao
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020
42020
2017 Computing in Cardiology (CinC)
Z Xiong, MK Stiles, J Zhao
22017
HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning
M Alkhodari, W Lapidaire, Z Xiong, T Kart, Y Iturria-Medina, ...
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023
12023
Computerized Analysis of the Human Heart to Guide Targeted Treatment of Atrial Fibrillation
R Sharma, A Lo, Z Xiong, X Zhuang, J Kennelly, A Kulathilaka, ...
International Workshop on Statistical Atlases and Computational Models of …, 2022
12022
Machine learning for fully automatic 3D atria segmentation and reconstruction from gadolinium enhanced MRIs
Z Xiong, J Zhao, M Stiles
Heart, Lung and Circulation 26, S33, 2017
12017
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