Guoyan Zheng

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 110

Top Venues

CoRR

Int. J. Comput. Assist. Radiol. Surg.

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Runze Wang, Guoyan Zheng
PFMNet: Prototype-based feature mapping network for few-shot domain adaptation in medical image segmentation. Comput. Medical Imaging Graph. 116 (2024)
Xiaoru Gao, Guoyan Zheng
SMILE: Siamese Multi-scale Interactive-representation LEarning for Hierarchical Diffeomorphic Deformable image registration. Comput. Medical Imaging Graph. 111 (2024)
Xiaoru Gao, Woquan Zhong, Runze Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng
MAIRNet: weakly supervised anatomy-aware multimodal articulated image registration network. Int. J. Comput. Assist. Radiol. Surg. 19 (3) (2024)
Yimin Luo, Qinyu Yang, Ziyi Liu, Zenglin Shi, Weimin Huang, Guoyan Zheng, Jun Cheng
Target-Guided Diffusion Models for Unpaired Cross-Modality Medical Image Translation. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Haoyan Ding, Wenyuan Sun, Guoyan Zheng
Robot-Assisted Augmented Reality (AR)-Guided Surgical Navigation for Periacetabular Osteotomy. Sensors 24 (14) (2024)
Qin Zhou, Peng Liu, Guoyan Zheng
Partially Supervised Multi-organ Segmentation via Affinity-Aware Consistency Learning and Cross Site Feature Alignment. MICCAI (2) (2023)
Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao, Guoyan Zheng
ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Rong Tao, Xiaoyang Zou, Guoyan Zheng
LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection. IEEE Trans. Medical Imaging 42 (11) (2023)
Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. Medical Image Anal. 89 (2023)
Junyang Wu, Xiaoyang Zou, Rong Tao, Guoyan Zheng
Nonlinear regression of remaining surgery duration from videos via Bayesian LSTM-based deep negative correlation learning. Comput. Medical Imaging Graph. 110 (2023)
Qin Zhou, Peng Liu, Guoyan Zheng
Context-Aware Cutmix is All You Need for Universal Organ and Cancer Segmentation. FLARE@MICCAI (2023)
Peng Liu, Guoyan Zheng
CVCL: Context-aware Voxel-wise Contrastive Learning for label-efficient multi-organ segmentation. Comput. Biol. Medicine 160 (2023)
Runze Wang, Qin Zhou, Guoyan Zheng
EDRL: Entropy-guided disentangled representation learning for unsupervised domain adaptation in semantic segmentation. Comput. Methods Programs Biomed. 240 (2023)
Peng Liu, Guoyan Zheng
PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation. CoRR (2023)
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 86 (2023)
Wenyuan Sun, Yuyun Zhao, Jihao Liu, Guoyan Zheng
LatentPCN: latent space-constrained point cloud network for reconstruction of 3D patient-specific bone surface models from calibrated biplanar X-ray images. Int. J. Comput. Assist. Radiol. Surg. 18 (6) (2023)
Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. CoRR (2023)
Qin Zhou, Guoyan Zheng
FedContrast-GPA: Heterogeneous Federated Optimization via Local Contrastive Learning and Global Process-Aware Aggregation. MICCAI (2) (2023)
Jiale Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng
CT-Guided, Unsupervised Super-Resolution Reconstruction of Single 3D Magnetic Resonance Image. MICCAI (1) (2023)
Runze Wang, Qin Zhou, Guoyan Zheng
Few-shot Medical Image Segmentation Regularized with Self-reference and Contrastive Learning. MICCAI (4) (2022)
Jeroen Van Houtte, Emmanuel Albert Audenaert, Guoyan Zheng, Jan Sijbers
Deep learning-based 2D/3D registration of an atlas to biplanar X-ray images. Int. J. Comput. Assist. Radiol. Surg. 17 (7) (2022)
Qin Zhou, Runze Wang, Guodong Zeng, Heng Fan, Guoyan Zheng
Towards bridging the distribution gap: Instance to Prototype Earth Mover's Distance for distribution alignment. Medical Image Anal. 82 (2022)
Zezhong Li, Kangming Chen, Peng Liu, Xiaodong Chen, Guoyan Zheng
Entropy and distance maps-guided segmentation of articular cartilage: data from the Osteoarthritis Initiative. Int. J. Comput. Assist. Radiol. Surg. 17 (3) (2022)
Peng Liu, Miao Zhang, Xiaoru Gao, Biao Li, Guoyan Zheng
Joint Lymphoma Lesion Segmentation and Prognosis Prediction From Baseline FDG-PET Images via Multitask Convolutional Neural Networks. IEEE Access 10 (2022)
Jihao Liu, Wenyuan Sun, Yuyun Zhao, Guoyan Zheng
Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy. Sensors 22 (23) (2022)
Xiaoru Gao, Guoyan Zheng
ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion. CoRR (2022)
Peng Liu, Guoyan Zheng
Context-Aware Voxel-Wise Contrastive Learning for Label Efficient Multi-organ Segmentation. MICCAI (4) (2022)
Junyang Wu, Rong Tao, Guoyan Zheng
Nonlinear Regression of Remaining Surgical Duration via Bayesian LSTM-Based Deep Negative Correlation Learning. MICCAI (8) (2022)
Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao, Guoyan Zheng
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos. CoRR (2022)
Jiale Wang, Runze Wang, Rong Tao, Guoyan Zheng
UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation Learning. MICCAI (6) (2022)
Kangqing Ye, Peng Liu, Qin Zhou, Guoyan Zheng
KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation. CoRR (2022)
Rong Tao, Shulin Zhang, Yuexia Wang, Xianqiang Mi, Jian Ma, Chengxing Shen, Guoyan Zheng
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Runze Wang, Guoyan Zheng
CyCMIS: Cycle-consistent Cross-domain Medical Image Segmentation via diverse image augmentation. Medical Image Anal. 76 (2022)
Xiaoru Gao, Rong Tao, Guoyan Zheng
BIDMIR: Bi-Directional Medical Image Registration with Symmetric Attention and Cyclic Consistency Regularization. ISBI (2022)
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR (2022)
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. CoRR (2022)
Rong Tao, Wenyong Liu, Guoyan Zheng
Spine-transformers: Vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers. Medical Image Anal. 75 (2022)
Wenyuan Sun, Jihao Liu, Yuyun Zhao, Guoyan Zheng
A Novel Point Set Registration-Based Hand-Eye Calibration Method for Robot-Assisted Surgery. Sensors 22 (21) (2022)
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. MICCAI (8) (2022)
Peng Liu, Guoyan Zheng
Handling Imbalanced Data: Uncertainty-Guided Virtual Adversarial Training With Batch Nuclear-Norm Optimization for Semi-Supervised Medical Image Classification. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber
Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation. MICCAI (3) (2021)
Guoyan Zheng, Daoqiang Zhang, Wenbing Zhao
Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Yuan Gao, Yuyun Zhao, Le Xie, Guoyan Zheng
A Projector-Based Augmented Reality Navigation System for Computer-Assisted Surgery. Sensors 21 (9) (2021)
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
Nonlinear Regression via Deep Negative Correlation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43 (3) (2021)
Peng Liu, Guoyan Zheng
Semi-supervised Learning Regularized by Adversarial Perturbation and Diversity Maximization. MLMI@MICCAI (2021)
Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek
Frequency-Supervised MR-to-CT Image Synthesis. CoRR (2021)
Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek
Frequency-Supervised MR-to-CT Image Synthesis. DGM4MICCAI/DALI@MICCAI (2021)
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
Correction to "Nonlinear Regression via Deep Negative Correlation Learning". IEEE Trans. Pattern Anal. Mach. Intell. 43 (6) (2021)
Rong Tao, Guoyan Zheng
Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with Transformers. MICCAI (3) (2021)
Runze Wang, Guoyan Zheng
Disentangled Representation Learning For Deep MR To CT Synthesis Using Unpaired Data. ICIP (2021)
Xiaoru Gao, Jeroen Van Houtte, Zihao Chen, Guoyan Zheng
DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model. BHI (2021)
Runze Wang, Guoyan Zheng
Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency Regularization. MLMI@MICCAI (2021)
Jeroen Van Houtte, Xiaoru Gao, Jan Sijbers, Guoyan Zheng
2D/3D Registration with a Statistical Deformation Model Prior Using Deep Learning. BHI (2021)
Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation. CoRR (2020)
Guodong Zeng, Florian Schmaranzer, Till D. Lerch, Adam Boschung, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Young-Jo Kim, Eduardo N. Novais, Nicolas Gerber
Entropy Guided Unsupervised Domain Adaptation for Cross-Center Hip Cartilage Segmentation from MRI. MICCAI (1) (2020)
Jeroen Van Houtte, Shabab Bazrafkan, Filip Vandenberghe, Guoyan Zheng, Jan Sijbers
A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs. IPTA (2019)
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. CoRR (2019)
Dimitrios Damopoulos, Till D. Lerch, Florian Schmaranzer, Moritz Tannast, Christophe Chênes, Guoyan Zheng, Jérôme Schmid
Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration. Int. J. Comput. Assist. Radiol. Surg. 14 (3) (2019)
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR (2019)
Guodong Zeng, Guoyan Zheng
Hybrid Generative Adversarial Networks for Deep MR to CT Synthesis Using Unpaired Data. MICCAI (4) (2019)
Guodong Zeng, Guoyan Zheng
Holistic decomposition convolution for effective semantic segmentation of medical volume images. Medical Image Anal. 57 (2019)
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
Robust Regression via Deep Negative Correlation Learning. CoRR (2019)
Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging 38 (9) (2019)
Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans. Medical Imaging 38 (11) (2019)
Guodong Zeng, Guoyan Zheng
3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images. MICCAI (2) (2019)
Guodong Zeng, Guoyan Zheng
Deep Volumetric Shape Learning for Semantic Segmentation of the Hip Joint from 3D MR Images. MSKI@MICCAI (2018)
Naoki Kamiya, Jing Li, Masanori Kume, Hiroshi Fujita, Dinggang Shen, Guoyan Zheng
Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications. Int. J. Comput. Assist. Radiol. Surg. 13 (11) (2018)
Silvio Pflugi, Rakesh Vasireddy, Till D. Lerch, Timo Michael Ecker, Moritz Tannast, Nane Boemke, Klaus-Arno Siebenrock, Guoyan Zheng
Augmented marker tracking for peri-acetabular osteotomy surgery. Int. J. Comput. Assist. Radiol. Surg. 13 (2) (2018)
Annika Reinke, Matthias Eisenmann, Sinan Onogur, Marko Stankovic, Patrick Scholz, Peter M. Full, Hrvoje Bogunovic, Bennett A. Landman, Oskar Maier, Bjoern H. Menze, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Fons van der Sommen, Guoyan Zheng, Henning Müller, Michal Kozubek, Tal Arbel, Andrew P. Bradley, Pierre Jannin, Annette Kopp-Schneider, Lena Maier-Hein
How to Exploit Weaknesses in Biomedical Challenge Design and Organization. MICCAI (4) (2018)
Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, Guoyan Zheng
Crowd Counting With Deep Negative Correlation Learning. CVPR (2018)
Guodong Zeng, Guoyan Zheng
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images. CoRR (2018)
Guodong Zeng, Guoyan Zheng
Multi-stream 3D FCN with multi-scale deep supervision for multi-modality isointense infant brain MR image segmentation. ISBI (2018)
Rens Janssens, Guodong Zeng, Guoyan Zheng
Fully automatic segmentation of lumbar vertebrae from CT images using cascaded 3D fully convolutional networks. ISBI (2018)
Guoyan Zheng, Hagen Hommel, Alper Akcoltekin, Benedikt Thelen, Jan Stifter, Geert Peersman
A novel technology for 3D knee prosthesis planning and treatment evaluation using 2D X-ray radiographs: a clinical evaluation. Int. J. Comput. Assist. Radiol. Surg. 13 (8) (2018)
Weimin Yu, Wenyong Liu, Liwen Tan, Shaoxiang Zhang, Guoyan Zheng
Affinely Registered Multi-object Atlases as Shape Prior for Grid Cut Segmentation of Lumbar Vertebrae from CT Images. ICIAR (2018)
Guodong Zeng, Qian Wang, Till D. Lerch, Florian Schmaranzer, Moritz Tannast, Klaus-Arno Siebenrock, Guoyan Zheng
Latent3DU-net: Multi-level Latent Shape Space Constrained 3D U-net for Automatic Segmentation of the Proximal Femur from Radial MRI of the Hip. MLMI@MICCAI (2018)
Dimitrios Damopoulos, Daniel Haschtmann, Tamás Fekete, Guoyan Zheng
Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mixup. CSI@MICCAI (2018)
Paul Kulyk, Lazaros Vlachopoulos, Philipp Fürnstahl, Guoyan Zheng
Fully Automatic Planning of Total Shoulder Arthroplasty Without Segmentation: A Deep Learning Based Approach. MSKI@MICCAI (2018)
Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Xiaojuan Qi, Daniel Belavy, Gabriele Armbrecht, Dieter Felsenberg, Guoyan Zheng, Pheng-Ann Heng
3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images. Medical Image Anal. 45 (2018)
Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR (2018)
Naoki Kamiya, Masanori Kume, Guoyan Zheng, Xiangrong Zhou, Hiroki Kato, Huayue Chen, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Masayuki Matsuo, Hiroshi Fujita
Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images. MSKI@MICCAI (2018)
Guodong Zeng, Guoyan Zheng
Multi-scale Fully Convolutional DenseNets for Automated Skin Lesion Segmentation in Dermoscopy Images. ICIAR (2018)
Guodong Zeng, Daniel Belavy, Shuo Li, Guoyan Zheng
Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge. CSI@MICCAI (2018)
Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, Guoyan Zheng
Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images. MICCAI (4) (2018)
Guodong Zeng, Guoyan Zheng
DSMS-FCN: A Deeply Supervised Multi-scale Fully Convolutional Network for Automatic Segmentation of Intervertebral Disc in 3D MR Images. MSKI@MICCAI (2017)
Steve Berger, Carol-Claudius Hasler, Caroline A. Grant, Guoyan Zheng, Steffen Schumann, Philippe Büchler
A software program to measure the three-dimensional length of the spine from radiographic images: Validation and reliability assessment for adolescent idiopathic scoliosis. Comput. Methods Programs Biomed. 138 (2017)
Weimin Yu, Guoyan Zheng
Atlas-Based 3D Intensity Volume Reconstruction of Musculoskeletal Structures in the Lower Extremity from 2D Calibrated X-Ray Images. BIVPCS/POCUS@MICCAI (2017)
Weimin Yu, Moritz Tannast, Guoyan Zheng
Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model. Pattern Recognit. 63 (2017)
Guoyan Zheng, Chengwen Chu, Daniel Belavy, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Hugo Hutt, Richard M. Everson, Judith Meakin, Isabel Lopez Andrade, Ben Glocker, Hao Chen, Qi Dou, Pheng-Ann Heng, Chunliang Wang, Daniel Forsberg, Ales Neubert, Jurgen Fripp, Martin Urschler, Darko Stern, Maria Wimmer
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge. Medical Image Anal. 35 (2017)
Guodong Zeng, Xin Yang, Jing Li, Lequan Yu, Pheng-Ann Heng, Guoyan Zheng
3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images. MLMI@MICCAI (2017)
Rens Janssens, Guodong Zeng, Guoyan Zheng
Fully Automatic Segmentation of Lumbar Vertebrae from CT Images using Cascaded 3D Fully Convolutional Networks. CoRR (2017)
Kenichi Karasawa, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Chengwen Chu, Guoyan Zheng, Daniel Rueckert, Kensaku Mori
Multi-atlas pancreas segmentation: Atlas selection based on vessel structure. Medical Image Anal. 39 (2017)
Silvio Pflugi, Rakesh Vasireddy, Till D. Lerch, Timo Michael Ecker, Moritz Tannast, Nane Boemke, Klaus-Arno Siebenrock, Guoyan Zheng
Augmented marker tracking for peri-acetabular osteotomy surgery. EMBC (2017)
Dimitrios Damopoulos, Ben Glocker, Guoyan Zheng
Automatic Localization of the Lumbar Vertebral Landmarks in CT Images with Context Features. MSKI@MICCAI (2017)
Guodong Zeng, Guoyan Zheng
Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation. CoRR (2017)
Mihaela A. M. Constantinescu, Su-Lin Lee, Nikhil V. Navkar, Weimin Yu, Saifedeen Al-Rawas, Julien Abinahed, Guoyan Zheng, Jennifer Keegan, Abdulla Al-Ansari, Nabil Jomaah, Philippe Landreau, Guang-Zhong Yang
Constrained Statistical Modelling of Knee Flexion From Multi-Pose Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 35 (7) (2016)
Chengwen Chu, Nicolas Gerber, Kate A. Gavaghan, Guoyan Zheng
Automated Facial Nerve Segmentation: A Validation Study. CURAC (2016)
Li Liu, Timo Michael Ecker, Klaus-Arno Siebenrock, Guoyan Zheng
Computer Assisted Planning, Simulation and Navigation of Periacetabular Osteotomy. MIAR (2016)
Silvio Pflugi, Li Liu, Timo Michael Ecker, Steffen Schumann, Jennifer Larissa Cullmann, Klaus-Arno Siebenrock, Guoyan Zheng
A cost-effective surgical navigation solution for periacetabular osteotomy (PAO) surgery. Int. J. Comput. Assist. Radiol. Surg. 11 (2) (2016)
Chengwen Chu, Masaki Takao, Takeshi Ogawa, Futoshi Yokota, Yoshinobu Sato, Guoyan Zheng
Statistical shape modeling of compound musculoskeletal structures around the thigh region. ISBI (2016)

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Guoyan Zheng