Seuraa
Zeju Li
Zeju Li
Post-Doctoral Researcher, University of Oxford
Vahvistettu sähköpostiosoite verkkotunnuksessa ndcn.ox.ac.uk - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
22922018
Deep learning based radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma
Z Li, Y Wang, J Yu, Y Guo, W Cao
Scientific reports 7 (1), 5467, 2017
3642017
Noninvasive IDH1 mutation estimation based on a quantitative radiomics approach for grade II glioma
J Yu, Z Shi, Y Lian, Z Li, T Liu, Y Gao, Y Wang, L Chen, Y Mao
European radiology 27, 3509-3522, 2017
2432017
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
Q Dou, TY So, M Jiang, Q Liu, V Vardhanabhuti, G Kaissis, Z Li, W Si, ...
NPJ digital medicine 4 (1), 60, 2021
2282021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
A Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ...
IEEE Transactions on Medical Imaging 42 (3), 697-712, 2022
2142022
Causality-inspired single-source domain generalization for medical image segmentation
C Ouyang, C Chen, S Li, Z Li, C Qin, W Bai, D Rueckert
IEEE Transactions on Medical Imaging 42 (4), 1095-1106, 2022
1842022
Analyzing overfitting under class imbalance in neural networks for image segmentation
Z Li, K Kamnitsas, B Glocker
IEEE transactions on medical imaging 40 (3), 1065-1077, 2020
1652020
Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation
Z Li, K Kamnitsas, B Glocker
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
1292019
Brain tumor segmentation using an adversarial network
Z Li, Y Wang, J Yu
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
642018
Left ventricle segmentation via optical-flow-net from short-axis cine MRI: preserving the temporal coherence of cardiac motion
W Yan, Y Wang, Z Li, RJ Van Der Geest, Q Tao
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
532018
Enhancing MR image segmentation with realistic adversarial data augmentation
C Chen, C Qin, C Ouyang, Z Li, S Wang, H Qiu, L Chen, G Tarroni, W Bai, ...
Medical Image Analysis 82, 102597, 2022
502022
High-resolution chest x-ray bone suppression using unpaired CT structural priors
H Li, H Han, Z Li, L Wang, Z Wu, J Lu, SK Zhou
IEEE transactions on medical imaging 39 (10), 3053-3063, 2020
492020
Maxstyle: Adversarial style composition for robust medical image segmentation
C Chen, Z Li, C Ouyang, M Sinclair, W Bai, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2022
432022
Low‐Grade Glioma Segmentation Based on CNN with Fully Connected CRF
Z Li, Y Wang, J Yu, Z Shi, Y Guo, L Chen, Y Mao
Journal of Healthcare Engineering 2017 (1), 9283480, 2017
392017
Breast tumor classification based on MRI-US images by disentangling modality features
M Qiao, C Liu, Z Li, J Zhou, Q Xiao, S Zhou, C Chang, Y Gu, Y Guo, ...
IEEE Journal of Biomedical and Health Informatics 26 (7), 3059-3067, 2022
382022
Deepvolume: Brain structure and spatial connection-aware network for brain mri super-resolution
Z Li, J Yu, Y Wang, H Zhou, H Yang, Z Qiao
IEEE transactions on cybernetics 51 (7), 3441-3454, 2019
352019
Reconstruction of thin-slice medical images using generative adversarial network
Z Li, Y Wang, J Yu
Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017 …, 2017
312017
Deep generative adversarial networks for thin-section infant MR image reconstruction
J Gu, Z Li, Y Wang, H Yang, Z Qiao, J Yu
IEEE Access 7, 68290-68304, 2019
262019
A novel image signature-based radiomics method to achieve precise diagnosis and prognostic stratification of gliomas
H Luo, Q Zhuang, Y Wang, A Abudumijiti, K Shi, A Rominger, H Chen, ...
Laboratory Investigation 101 (4), 450-462, 2021
242021
Encoding CT anatomy knowledge for unpaired chest X-ray image decomposition
Z Li, H Li, H Han, G Shi, J Wang, SK Zhou
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
242019
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–20