Deep Learning based Radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma
Li, Zeju, Wang, Yuanyuan, Yu, Jinhua, Guo, Yi, Cao, Wei
Published in Scientific reports (14.07.2017)
Published in Scientific reports (14.07.2017)
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Journal Article
Noninvasive IDH1 mutation estimation based on a quantitative radiomics approach for grade II glioma
Yu, Jinhua, Shi, Zhifeng, Lian, Yuxi, Li, Zeju, Liu, Tongtong, Gao, Yuan, Wang, Yuanyuan, Chen, Liang, Mao, Ying
Published in European radiology (01.08.2017)
Published in European radiology (01.08.2017)
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Journal Article
Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
Dou, Qi, So, Tiffany Y, Jiang, Meirui, Liu, Quande, Vardhanabhuti, Varut, Kaissis, Georgios, Li, Zeju, Si, Weixin, Lee, Heather H C, Yu, Kevin, Feng, Zuxin, Dong, Li, Burian, Egon, Jungmann, Friederike, Braren, Rickmer, Makowski, Marcus, Kainz, Bernhard, Rueckert, Daniel, Glocker, Ben, Yu, Simon C H, Heng, Pheng Ann
Published in NPJ digital medicine (29.03.2021)
Published in NPJ digital medicine (29.03.2021)
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Journal Article
A novel image signature-based radiomics method to achieve precise diagnosis and prognostic stratification of gliomas
Luo, Huigao, Zhuang, Qiyuan, Wang, Yuanyuan, Abudumijiti, Aibaidula, Shi, Kuangyu, Rominger, Axel, Chen, Hong, Yang, Zhong, Tran, Vanessa, Wu, Guoqing, Li, Zeju, Fan, Zhen, Qi, Zengxin, Guo, Yuxiao, Yu, Jinhua, Shi, Zhifeng
Published in Laboratory investigation (01.04.2021)
Published in Laboratory investigation (01.04.2021)
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Journal Article
Deep Generative Adversarial Networks for Thin-Section Infant MR Image Reconstruction
Gu, Jiaqi, Li, Zeju, Wang, Yuanyuan, Yang, Haowei, Qiao, Zhongwei, Yu, Jinhua
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
Metabolic Profile of Alzheimer’s Disease: Is 10-Hydroxy-2-decenoic Acid a Pertinent Metabolic Adjuster?
Gong, Yuan, Luo, Hongjie, Li, Zeju, Feng, Yijun, Liu, Zhen, Chang, Jie
Published in Metabolites (01.08.2023)
Published in Metabolites (01.08.2023)
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Journal Article
Polymeric viologen-based electron transfer mediator for improving the photoelectrochemical water splitting on Sb2Se3 photocathode
Liu, Chang, Li, Fusheng, Wang, Linqin, Li, Zeju, Zhao, Yilong, Li, Yingzheng, Li, Wenlong, Zhao, Ziqi, Fan, Ke, Li, Fei, Sun, Licheng
Published in Fundamental research (Beijing) (01.03.2024)
Published in Fundamental research (Beijing) (01.03.2024)
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Journal Article
Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study
Dou, Qi, So, Tiffany Y, Jiang, Meirui, Liu, Quande, Vardhanabhuti, Varut, Kaissis, Georgios, Li, Zeju, Si, Weixin, Lee, Heather H C, Yu, Kevin, Feng, Zuxin, Dong, Li, Burian, Egon, Jungmann, Friederike, Braren, Rickmer, Makowski, Marcus, Kainz, Bernhard, Rueckert, Daniel, Glocker, Ben, Yu, Simon C H, Heng, Pheng Ann
Published in NPJ digital medicine (24.04.2022)
Published in NPJ digital medicine (24.04.2022)
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Journal Article
Causality-Inspired Single-Source Domain Generalization for Medical Image Segmentation
Ouyang, Cheng, Chen, Chen, Li, Surui, Li, Zeju, Qin, Chen, Bai, Wenjia, Rueckert, Daniel
Published in IEEE transactions on medical imaging (01.04.2023)
Published in IEEE transactions on medical imaging (01.04.2023)
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Journal Article
Context Label Learning: Improving Background Class Representations in Semantic Segmentation
Li, Zeju, Kamnitsas, Konstantinos, Ouyang, Cheng, Chen, Chen, Glocker, Ben
Published in IEEE transactions on medical imaging (01.06.2023)
Published in IEEE transactions on medical imaging (01.06.2023)
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Journal Article
Analyzing Overfitting Under Class Imbalance in Neural Networks for Image Segmentation
Li, Zeju, Kamnitsas, Konstantinos, Glocker, Ben
Published in IEEE transactions on medical imaging (01.03.2021)
Published in IEEE transactions on medical imaging (01.03.2021)
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Journal Article
High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors
Li, Han, Han, Hu, Li, Zeju, Wang, Lei, Wu, Zhe, Lu, Jingjing, Zhou, S. Kevin
Published in IEEE transactions on medical imaging (01.10.2020)
Published in IEEE transactions on medical imaging (01.10.2020)
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Journal Article
Enhancing MR image segmentation with realistic adversarial data augmentation
Chen, Chen, Qin, Chen, Ouyang, Cheng, Li, Zeju, Wang, Shuo, Qiu, Huaqi, Chen, Liang, Tarroni, Giacomo, Bai, Wenjia, Rueckert, Daniel
Published in Medical image analysis (01.11.2022)
Published in Medical image analysis (01.11.2022)
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Journal Article
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation
Li, Zeju, Kamnitsas, Konstantinos, Dou, Qi, Qin, Chen, Glocker, Ben
Published in IEEE transactions on medical imaging (01.11.2023)
Published in IEEE transactions on medical imaging (01.11.2023)
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Journal Article
Layer-Sensitive Neural Processing Architecture for Error-Tolerant Applications
Li, Zeju, Wang, Qinfan, Zou, Zihan, Shen, Qiao, Xie, Na, Cai, Hao, Zhang, Hao, Liu, Bo
Published in IEEE transactions on very large scale integration (VLSI) systems (01.05.2024)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.05.2024)
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Journal Article
DeepVolume: Brain Structure and Spatial Connection-Aware Network for Brain MRI Super-Resolution
Li, Zeju, Yu, Jinhu, Wang, Yuanyuan, Zhou, Hanzhang, Yang, Haowei, Qiao, Zhongwei
Published in IEEE transactions on cybernetics (01.07.2021)
Published in IEEE transactions on cybernetics (01.07.2021)
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Journal Article
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning
Hering, Alessa, Hansen, Lasse, Mok, Tony C. W., Chung, Albert C. S., Siebert, Hanna, Hager, Stephanie, Lange, Annkristin, Kuckertz, Sven, Heldmann, Stefan, Shao, Wei, Vesal, Sulaiman, Rusu, Mirabela, Sonn, Geoffrey, Estienne, Theo, Vakalopoulou, Maria, Han, Luyi, Huang, Yunzhi, Yap, Pew-Thian, Brudfors, Mikael, Balbastre, Yael, Joutard, Samuel, Modat, Marc, Lifshitz, Gal, Raviv, Dan, Lv, Jinxin, Li, Qiang, Jaouen, Vincent, Visvikis, Dimitris, Fourcade, Constance, Rubeaux, Mathieu, Pan, Wentao, Xu, Zhe, Jian, Bailiang, De Benetti, Francesca, Wodzinski, Marek, Gunnarsson, Niklas, Sjolund, Jens, Grzech, Daniel, Qiu, Huaqi, Li, Zeju, Thorley, Alexander, Duan, Jinming, Grosbrohmer, Christoph, Hoopes, Andrew, Reinertsen, Ingerid, Xiao, Yiming, Landman, Bennett, Huo, Yuankai, Murphy, Keelin, Lessmann, Nikolas, van Ginneken, Bram, Dalca, Adrian V., Heinrich, Mattias P.
Published in IEEE transactions on medical imaging (01.03.2023)
Published in IEEE transactions on medical imaging (01.03.2023)
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Journal Article
Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features
Qiao, Mengyun, Liu, Chencheng, Li, Zeju, Zhou, Jin, Xiao, Qin, Zhou, Shichong, Chang, Cai, Gu, Yajia, Guo, Yi, Wang, Yuanyuan
Published in IEEE journal of biomedical and health informatics (01.07.2022)
Published in IEEE journal of biomedical and health informatics (01.07.2022)
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Journal Article