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METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy


Apr 23, 2021
Izabela Horvath, Johannes C. Paetzold, Oliver Schoppe, Rami Al-Maskari, Ivan Ezhov, Suprosanna Shit, Hongwei Li, Ali Ertuerk, Bjoern H. Menze


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Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient


Mar 10, 2021
Florian Kofler, Ivan Ezhov, Fabian Isensee, Fabian Balsiger, Christoph Berger, Maximilian Koerner, Johannes Paetzold, Hongwei Li, Suprosanna Shit, Richard McKinley, Spyridon Bakas, Claus Zimmer, Donna Ankerst, Jan Kirschke, Benedikt Wiestler, Bjoern H. Menze


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Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations


Mar 06, 2021
Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Liu, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze


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Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation


Jan 05, 2021
Jingkun Chen, Wenqi Li, Hongwei Li, Jianguo Zhang


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Micro-CT Synthesis and Inner Ear Super Resolution via Bayesian Generative Adversarial Networks


Oct 27, 2020
Hongwei Li, Rameshwara G. N. Prasad, Anjany Sekuboyina, Chen Niu, Siwei Bai, Werner Hemmert, Bjoern Menze

* submitted it to a conference 

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Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation


Sep 15, 2020
Hongwei Li, Jianguo Zhang, Bjoern Menze

* method description of our solution in M&M segmentation challenge, STACOM 2020 

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Complex Grey Matter Structure Segmentation in Brains via Deep Learning: Example of the Claustrum


Aug 08, 2020
Hongwei Li, Aurore Menegaux, Felix JB B盲uerlein, Suprosanna Shit, Benita Schmitz-Koep, Christian Sorg, Bjoern Menze, Dennis Hedderich

* submitted to a journal 

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Feedback Graph Attention Convolutional Network for Medical Image Enhancement


Jun 24, 2020
Xiaobin Hu, Yanyang Yan, Wenqi Ren, Hongwei Li, Yu Zhao, Amirhossein Bayat, Bjoern Menze

* Magnetic resonance imaging and image enhancement and distortions degrading MRI and graph similarity branch and feedback mechanism 

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Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge


Jun 22, 2020
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Victor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant RaviKumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li

* 14 pages 

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Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective


Apr 30, 2020
Ahmad B Qasim, Ivan Ezhov, Suprosanna Shit, Oliver Schoppe, Johannes C Paetzold, Anjany Sekuboyina, Florian Kofler, Jana Lipkova, Hongwei Li, Bjoern Menze


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e-UDA: Efficient Unsupervised Domain Adaptation for Cross-Site Medical Image Segmentation


Jan 25, 2020
Hongwei Li, Timo Loehr, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze

* under review and polishment 

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Invasiveness Prediction of Pulmonary Adenocarcinomas Using Deep Feature Fusion Networks


Sep 21, 2019
Xiang Li, Jiechao Ma, Hongwei Li


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Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation


Aug 28, 2019
Jingkun Chen, Hongwei Li, Jianguo Zhang, Bjoern Menze

* 9 pages, 4 figures, conference 

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Restricted Linearized Augmented Lagrangian Method for Euler's Elastica Model


Aug 05, 2019
Yinghui Zhang, Xiaojuan Deng, Jun Zhang, Hongwei Li


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Cross-view Relation Networks for Mammogram Mass Detection


Jul 01, 2019
Jiechao Ma, Sen Liang, Xiang Li, Hongwei Li, Bjoern H Menze, Rongguo Zhang, Wei-Shi Zheng


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DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis


Apr 29, 2019
Hongwei Li, Johannes C. Paetzold, Anjany Sekuboyina, Florian Kofler, Jianguo Zhang, Jan S. Kirschke, Benedikt Wiestler, Bjoern Menze


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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge


Apr 01, 2019
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adri脿 Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Llad贸, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, S茅bastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Elodie Puybareau, Leticia Rittner, Carole H. Sudre, Sergi Valverde, Ver贸nica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels

* Accepted for publication in IEEE Transactions on Medical Imaging 

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Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images


Dec 18, 2018
Jiechao Ma, Xiang Li, Hongwei Li, Bjoern H Menze, Sen Liang, Rongguo Zhang, Wei-Shi Zheng


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Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net


Nov 10, 2018
Hongwei Li, Andrii Zhygallo, Bjoern Menze

* to be appeared in MICCAI post-proceedings (BrainLes workshop) 

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Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function


Nov 02, 2018
Xiaobin Hu, Hongwei Li, Yu Zhao, Chao Dong, Bjoern H. Menze, Marie Piraud

* 12pages first version 

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Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images


Sep 19, 2018
Hongwei Li, Gongfa Jiang, Jianguo Zhang, Ruixuan Wang, Zhaolei Wang, Wei-Shi Zheng, Bjoern Menze

* Neuroimage. 2018 Aug 17. pii: S1053-8119(18)30597-4 
* final version in NeuroImage 

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Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation


Aug 29, 2018
Hongwei Li, Jianguo Zhang, Mark Muehlau, Jan Kirschke, Bjoern Menze

* accepted by MICCAI brain lesion workshop 

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Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks


Jun 19, 2018
Hongwei Li, Kanru Lin, Maximilian Reichert, Lina Xu, Rickmer Braren, Deliang Fu, Roland Schmid, Ji Li, Bjoern Menze, Kuangyu Shi

* submitted to miccai 2017, *corresponding author: [email protected] 

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Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis


Feb 14, 2018
Hongwei Li, Wei-Shi Zheng, Jianguo Zhang

* rejected by MICCAI 

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Cheaper and Better: Selecting Good Workers for Crowdsourcing


Feb 03, 2015
Hongwei Li, Qiang Liu


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Error Rate Bounds and Iterative Weighted Majority Voting for Crowdsourcing


Nov 15, 2014
Hongwei Li, Bin Yu

* Journal Submission 

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Error Rate Bounds in Crowdsourcing Models


Jul 10, 2013
Hongwei Li, Bin Yu, Dengyong Zhou

* 13 pages, 3 figures, downloadable supplementary files 

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