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Le Zhang
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Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
L Zhang, R Tanno, X Mou-cheng, C Jin, J Jacob, O Ciccarelli, F Barkhof, ...
(NeurIPS 2020) 34th Conference on Neural Information Processing Systems, 2020
892020
Semi-supervised assessment of incomplete LV coverage in cardiac MRI using generative adversarial nets
L Zhang, A Gooya, AF Frangi
Simulation and Synthesis in Medical Imaging: Second International Workshop …, 2017
592017
Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation
R Attar, M Pereañez, A Gooya, X Albà, L Zhang, MH de Vila, AM Lee, ...
Medical image analysis 56, 26-42, 2019
552019
Automated quality assessment of cardiac MR images using convolutional neural networks
L Zhang, A Gooya, B Dong, R Hua, SE Petersen, P Medrano-Gracia, ...
Simulation and Synthesis in Medical Imaging: First International Workshop …, 2016
532016
Automatic assessment of full left ventricular coverage in cardiac cine magnetic resonance imaging with fisher-discriminative 3-D CNN
L Zhang, A Gooya, M Pereanez, B Dong, SK Piechnik, S Neubauer, ...
IEEE Transactions on Biomedical Engineering 66 (7), 1975-1986, 2018
302018
Recovering from Missing Data in Population Imaging – Cardiac MR Image Imputation via Conditional Generative Adversarial Nets
Y Xia, L Zhang, N Ravikumar, R Attara, SK Piechnik, S Neubauer, ...
Medical Image Analysis, 2021
252021
Multi-input and dataset-invariant adversarial learning (MDAL) for left and right-ventricular coverage estimation in cardiac MRI
L Zhang, M Pereañez, SK Piechnik, S Neubauer, SE Petersen, AF Frangi
(MICCAI 2018) International Conference on Medical Image Computing and …, 2018
252018
Learning to Segment When Experts Disagree
L Zhang, R Tanno, K Bronik, C Jin, P Nachev, F Barkhof, O Ciccarelli, ...
(MICCAI 2020) International Conference on Medical Image Computing and …, 2020
202020
Learning from multiple annotators for medical image segmentation
L Zhang, R Tanno, M Xu, Y Huang, K Bronik, C Jin, J Jacob, Y Zheng, ...
Pattern Recognition 138, 109400, 2023
92023
High throughput computation of reference ranges of biventricular cardiac function on the UK Biobank population cohort
R Attar, M Pereañez, A Gooya, X Albà, L Zhang, SK Piechnik, S Neubauer, ...
Statistical Atlases and Computational Models of the Heart. Atrial …, 2019
92019
Adaptive kernel-bandwidth object tracking based on Mean-shift algorithm
L Zhang, D Zhang, Y Su, F Long
2013 Fourth International Conference on Intelligent Control and Information …, 2013
92013
Head pose estimation based on feature extraction, fuzzy C-means and neural network for driver assistance system
L Zhang, D Zhang, Y Su, C Wang
11th IEEE International Conference on Control & Automation (ICCA), 677-682, 2014
52014
Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets
L Zhang, M Pereañez, C Bowles, S Piechnik, S Neubauer, S Petersen, ...
(MICCAI 2019 Best Paper Finalist) International Conference on Medical Image …, 2019
42019
Surplus torque suppression research based on the improved wavelet neural network
C Wang, R Liu, Y Hou, Q Gao, R Hou, L Zhang
11th IEEE International Conference on Control & Automation (ICCA), 398-403, 2014
32014
Comparing clinical and radiological effectiveness of disease modifying treatments in the real-world
M Moccia, S Al-Araji, L Zhang, O Abdel-Mannan, A Aojula, A Bianchi, ...
Multiple Sclerosis Journal 28 (3_ SUPPL), 10-11, 2022
22022
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks
L Zhang, M Pereañez, C Bowles, SK Piechnik, S Neubauer, SE Petersen, ...
(MICCAI 2019) International Conference on Medical Image Computing and …, 2019
22019
Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging
L Zhang, M Pereanez, S Piechnik, S Neubauer, S Petersen, A Frangi
Deep Learning and Convolutional Neural Networks for Medical Imaging and …, 2019
22019
Learning to restore multiple image degradations simultaneously
L Zhang, K Bronik, BW Papież
Pattern Recognition 136, 109250, 2022
12022
Multi-task Cooperative Learning via Searching for Flat Minima
F Wu, L Zhang, Y Sun, Y Mo, T Nichols, BW Papież
International Conference on Medical Image Computing and Computer-Assisted …, 2023
2023
Assessing outcomes of disease modifying therapies in late onset relapsing remitting MS patients in a real-world cohort
S Al-Araji, M Moccia, A Jha, L Zhang, A Eshaghi, B Kanber, A Bianchi, ...
MULTIPLE SCLEROSIS JOURNAL 29, 51-52, 2023
2023
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