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Zeju Li
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2020 – today
- 2022
- [i7]Chen Chen, Zeju Li, Cheng Ouyang, Matthew Sinclair, Wenjia Bai, Daniel Rueckert:
MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation. CoRR abs/2206.01737 (2022) - 2021
- [j6]Zeju Li
, Jinhu Yu
, Yuanyuan Wang
, Hanzhang Zhou, Haowei Yang, Zhongwei Qiao:
DeepVolume: Brain Structure and Spatial Connection-Aware Network for Brain MRI Super-Resolution. IEEE Trans. Cybern. 51(7): 3441-3454 (2021) - [j5]Zeju Li
, Konstantinos Kamnitsas
, Ben Glocker
:
Analyzing Overfitting Under Class Imbalance in Neural Networks for Image Segmentation. IEEE Trans. Medical Imaging 40(3): 1065-1077 (2021) - [i6]Zeju Li, Konstantinos Kamnitsas, Ben Glocker:
Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation. CoRR abs/2102.10365 (2021) - [i5]Cheng Ouyang, Chen Chen, Surui Li, Zeju Li, Chen Qin, Wenjia Bai, Daniel Rueckert:
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation. CoRR abs/2111.12525 (2021) - [i4]Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich:
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. CoRR abs/2112.04489 (2021) - 2020
- [j4]Han Li
, Hu Han
, Zeju Li, Lei Wang, Zhe Wu, Jingjing Lu, S. Kevin Zhou
:
High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors. IEEE Trans. Medical Imaging 39(10): 3053-3063 (2020)
2010 – 2019
- 2019
- [j3]Jiaqi Gu, Zeju Li, Yuanyuan Wang, Haowei Yang, Zhongwei Qiao, Jinhua Yu
:
Deep Generative Adversarial Networks for Thin-Section Infant MR Image Reconstruction. IEEE Access 7: 68290-68304 (2019) - [j2]Guoqing Wu, Jixian Lin
, Xi Chen, Zeju Li, Yuanyuan Wang
, Jing Zhao, Jinhua Yu
:
Early identification of ischemic stroke in noncontrast computed tomography. Biomed. Signal Process. Control. 52: 41-52 (2019) - [j1]Zixia Zhou, Yuanyuan Wang, Jinhua Yu, Wei Guo, Zeju Li:
Super-Resolution Reconstruction of Plane-Wave Ultrasound Image Based on a Multi-Angle Parallel U-Net with Maxout Unit and Novel Loss Function. J. Medical Imaging Health Informatics 9(1): 109-118 (2019) - [c6]Zeju Li, Han Li, Hu Han
, Gonglei Shi, Jiannan Wang, Shaohua Kevin Zhou:
Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition. MICCAI (6) 2019: 275-283 - [c5]Zeju Li, Konstantinos Kamnitsas, Ben Glocker:
Overfitting of Neural Nets Under Class Imbalance: Analysis and Improvements for Segmentation. MICCAI (3) 2019: 402-410 - [i3]Zeju Li, Konstantinos Kamnitsas, Ben Glocker:
Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation. CoRR abs/1907.10982 (2019) - [i2]Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, Shaohua Kevin Zhou:
Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition. CoRR abs/1909.12922 (2019) - 2018
- [c4]Xinyi Li, Yuanyuan Wang, Wenjun Yan, Rob J. van der Geest, Zeju Li, Qian Tao:
A Multi-Scope Convolutional Neural Network for Automatic Left Ventricle Segmentation from Magnetic Resonance Images: Deep-Learning at Multiple Scopes. CISP-BMEI 2018: 1-5 - [c3]Wenjun Yan, Yuanyuan Wang, Zeju Li, Rob J. van der Geest, Qian Tao:
Left Ventricle Segmentation via Optical-Flow-Net from Short-Axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion. MICCAI (4) 2018: 613-621 - [i1]Wenjun Yan, Yuanyuan Wang, Zeju Li, Rob J. van der Geest, Qian Tao:
Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion. CoRR abs/1810.08753 (2018) - 2017
- [c2]Zeju Li, Yuanyuan Wang, Jinhua Yu:
Brain Tumor Segmentation Using an Adversarial Network. BrainLes@MICCAI 2017: 123-132 - [c1]Zeju Li, Yuanyuan Wang, Jinhua Yu:
Reconstruction of Thin-Slice Medical Images Using Generative Adversarial Network. MLMI@MICCAI 2017: 325-333
Coauthor Index

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