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Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation


Feb 20, 2021
Zeju Li, Konstantinos Kamnitsas, Ben Glocker

* Published in IEEE Transactions on Medical Imaging 

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Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition


Sep 16, 2019
Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, S. Kevin Zhou

* 9 pages with 4 figures 

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Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation


Jul 25, 2019
Zeju Li, Konstantinos Kamnitsas, Ben Glocker

* Accepted at MICCAI 2019 

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Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion


Oct 20, 2018
Wenjun Yan, Yuanyuan Wang, Zeju Li, Rob J. van der Geest, Qian Tao

* MICCAI 2018 

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