| 2025 | MICCAI | PromptReg: Universal Medical Image Registration via Task Prompt Learning and Domain Knowledge Transfer. | Housheng Xie, Xiaoru Gao, Guoyan Zheng |
| 2025 | MICCAI | MA2: Unifying Modality-Agnostic Segmentation and Modality-Aware Staging for Real-World Liver Fibrosis Analysis. | Derong Yu, Guoyan Zheng |
| 2024 | MICCAI | Label-Guided Teacher for Surgical Phase Recognition via Knowledge Distillation. | Jiale Guan, Xiaoyang Zou, Rong Tao, Guoyan Zheng |
| 2023 | MICCAI | CT-Guided, Unsupervised Super-Resolution Reconstruction of Single 3D Magnetic Resonance Image. | Jiale Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng |
| 2023 | MICCAI | Partially Supervised Multi-organ Segmentation via Affinity-Aware Consistency Learning and Cross Site Feature Alignment. | Qin Zhou, Peng Liu, Guoyan Zheng |
| 2023 | MICCAI | Context-Aware Cutmix is All You Need for Universal Organ and Cancer Segmentation. | Qin Zhou, Peng Liu, Guoyan Zheng |
| 2023 | MICCAI | FedContrast-GPA: Heterogeneous Federated Optimization via Local Contrastive Learning and Global Process-Aware Aggregation. | Qin Zhou, Guoyan Zheng |
| 2022 | MICCAI | Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. | Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li |
| 2022 | MICCAI | Context-Aware Voxel-Wise Contrastive Learning for Label Efficient Multi-organ Segmentation. | Peng Liu, Guoyan Zheng |
| 2022 | MICCAI | UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation Learning. | Jiale Wang, Runze Wang, Rong Tao, Guoyan Zheng |
| 2022 | MICCAI | Few-shot Medical Image Segmentation Regularized with Self-reference and Contrastive Learning. | Runze Wang, Qin Zhou, Guoyan Zheng |
| 2022 | MICCAI | Nonlinear Regression of Remaining Surgical Duration via Bayesian LSTM-Based Deep Negative Correlation Learning. | Junyang Wu, Rong Tao, Guoyan Zheng |
| 2021 | ICIP | Disentangled Representation Learning For Deep MR To CT Synthesis Using Unpaired Data. | Runze Wang, Guoyan Zheng |
| 2021 | MICCAI | Semi-supervised Learning Regularized by Adversarial Perturbation and Diversity Maximization. | Peng Liu, Guoyan Zheng |
| 2021 | MICCAI | Frequency-Supervised MR-to-CT Image Synthesis. | Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek |
| 2021 | MICCAI | Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with Transformers. | Rong Tao, Guoyan Zheng |
| 2021 | MICCAI | Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency Regularization. | Runze Wang, Guoyan Zheng |
| 2021 | MICCAI | Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation. | Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jrgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber |
| 2020 | MICCAI | Entropy Guided Unsupervised Domain Adaptation for Cross-Center Hip Cartilage Segmentation from MRI. | Guodong Zeng, Florian Schmaranzer, Till D. Lerch, Adam Boschung, Guoyan Zheng, Jrgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Young-Jo Kim, Eduardo N. Novais, Nicolas Gerber |
| 2019 | MICCAI | 3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images. | Guodong Zeng, Guoyan Zheng |
| 2019 | MICCAI | Hybrid Generative Adversarial Networks for Deep MR to CT Synthesis Using Unpaired Data. | Guodong Zeng, Guoyan Zheng |
| 2018 | CVPR | Crowd Counting With Deep Negative Correlation Learning. | Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, Guoyan Zheng |
| 2018 | MICCAI | Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mixup. | Dimitrios Damopoulos, Daniel Haschtmann, Tams Fekete, Guoyan Zheng |
| 2018 | MICCAI | Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images. | Naoki Kamiya, Masanori Kume, Guoyan Zheng, Xiangrong Zhou, Hiroki Kato, Huayue Chen, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Masayuki Matsuo, Hiroshi Fujita |
| 2018 | MICCAI | Fully Automatic Planning of Total Shoulder Arthroplasty Without Segmentation: A Deep Learning Based Approach. | Paul Kulyk, Lazaros Vlachopoulos, Philipp Frnstahl, Guoyan Zheng |
| 2018 | MICCAI | How to Exploit Weaknesses in Biomedical Challenge Design and Organization. | 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 Mller, Michal Kozubek, Tal Arbel, Andrew P. Bradley, Pierre Jannin, Annette Kopp-Schneider, Lena Maier-Hein |
| 2018 | MICCAI | Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images. | Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, Guoyan Zheng |
| 2018 | MICCAI | Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge. | Guodong Zeng, Daniel L. Belavy, Shuo Li, Guoyan Zheng |
| 2018 | MICCAI | Latent3DU-net: Multi-level Latent Shape Space Constrained 3D U-net for Automatic Segmentation of the Proximal Femur from Radial MRI of the Hip. | Guodong Zeng, Qian Wang, Till D. Lerch, Florian Schmaranzer, Moritz Tannast, Klaus-Arno Siebenrock, Guoyan Zheng |
| 2018 | MICCAI | Deep Volumetric Shape Learning for Semantic Segmentation of the Hip Joint from 3D MR Images. | Guodong Zeng, Guoyan Zheng |
| 2017 | MICCAI | Automatic Localization of the Lumbar Vertebral Landmarks in CT Images with Context Features. | Dimitrios Damopoulos, Ben Glocker, Guoyan Zheng |
| 2017 | MICCAI | Atlas-Based 3D Intensity Volume Reconstruction of Musculoskeletal Structures in the Lower Extremity from 2D Calibrated X-Ray Images. | Weimin Yu, Guoyan Zheng |
| 2017 | MICCAI | 3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images. | Guodong Zeng, Xin Yang, Jing Li, Lequan Yu, Pheng-Ann Heng, Guoyan Zheng |
| 2017 | MICCAI | DSMS-FCN: A Deeply Supervised Multi-scale Fully Convolutional Network for Automatic Segmentation of Intervertebral Disc in 3D MR Images. | Guodong Zeng, Guoyan Zheng |
| 2016 | MICCAI | Automated Intervertebral Disc Segmentation Using Deep Convolutional Neural Networks. | Xing Ji, Guoyan Zheng, Daniel L. Belavy, Dong Ni |
| 2016 | MICCAI | Fully Automatic Localization and Segmentation of Intervertebral Disc from 3D Multi-modality MR Images by Regression Forest and CNN. | Xing Ji, Guoyan Zheng, Li Liu, Dong Ni |
| 2015 | MICCAI | Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework. | Chengwen Chu, Weimin Yu, Shuo Li, Guoyan Zheng |
| 2015 | MICCAI | Non-rigid Free-Form 2D-3D Registration Using Statistical Deformation Model. | Guoyan Zheng, Weimin Yu |
| 2014 | ACCV | Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection. | Chengwen Chu, Junjie Bai, Li Liu, Xiaodong Wu, Guoyan Zheng |
| 2014 | MICCAI | 3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification. | Cheng Chen, Daniel L. Belavy, Guoyan Zheng |
| 2014 | MICCAI | Fully Automatic CT Segmentation for Computer-Assisted Pre-operative Planning of Hip Arthroscopy. | Chengwen Chu, Cheng Chen, Guoyan Zheng |
| 2014 | MICCAI | Computer Assisted Planning and Navigation of Periacetabular Osteotomy with Range of Motion Optimization. | Li Liu, Timo Ecker, Steffen Schumann, Klaus-Arno Siebenrock, Lutz-Peter Nolte, Guoyan Zheng |
| 2013 | CAIP | Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition. | Cheng Chen, Guoyan Zheng |
| 2013 | CAIP | Expectation Conditional Maximization-Based Deformable Shape Registration. | Guoyan Zheng |
| 2013 | MICCAI | Fully Automatic X-Ray Image Segmentation via Joint Estimation of Image Displacements. | Cheng Chen, Weiguo Xie, Jochen Franke, Paul Alfred Grtzner, Lutz-Peter Nolte, Guoyan Zheng |
| 2012 | MICCAI | Finding Deformable Shapes by Correspondence-Free Instantiation and Registration of Statistical Shape Models. | Weiguo Xie, Steffen Schumann, Jochen Franke, Paul Alfred Grtzner, Lutz-Peter Nolte, Guoyan Zheng |
| 2011 | BMVC | 3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images. | Haithem Boussaid, Samuel Kadoury, Iasonas Kokkinos, Jean-Yves Lazennec, Guoyan Zheng, Nikos Paragios |
| 2011 | MICCAI | Personalized X-Ray Reconstruction of the Proximal Femur via Intensity-Based Non-rigid 2D-3D Registration. | Guoyan Zheng |
| 2010 | MICCAI | Automated Intervertebral Disc Detection from Low Resolution, Sparse MRI Images for the Planning of Scan Geometries. | Xiao Dong, Huanxiang Lu, Yasuo Sakurai, Hitoshi Yamagata, Guoyan Zheng, Mauricio Reyes |
| 2009 | CAIP | Statistical Deformable Model-Based Reconstruction of a Patient-Specific Surface Model from Single Standard X-ray Radiograph. | Guoyan Zheng |
| 2009 | IROS | Development of a miniature robot for hearing aid implantation. | Jonas Salzmann, Guoyan Zheng, Nicolas Gerber, Christof Stieger, Andreas Michael Arnold, Urs Rohrer, Lutz-Peter Nolte, Marco Caversaccio, Stefan Weber |
| 2009 | MICCAI | Statistically Deformable 2D/3D Registration for Accurate Determination of Post-operative Cup Orientation from Single Standard X-ray Radiograph. | Guoyan Zheng |
| 2008 | ICPR | Robust intensity-based 3D-2D registration of ct and X-ray images for precise estimation of cup alignment after total hip arthroplasty. | Guoyan Zheng |
| 2008 | MICCAI | Effective Incorporation of Spatial Information in a Mutual Information Based 3D-2D Registration of a CT Volume to X-Ray Images. | Guoyan Zheng |
| 2008 | SSPR | Automatic Mutual Nonrigid Registration of Dense Surfaces by Graphical Model Based Inference. | Xiao Dong, Guoyan Zheng |
| 2007 | ACIVS | Particle Filter Based Automatic Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated X-Ray Images for Surgical Navigation. | Guoyan Zheng, Xiao Dong |
| 2007 | CAIP | Incorporating Spatial Information into 3D-2D Image Registration. | Guoyan Zheng |
| 2007 | HCI | An Integrated Approach for Reconstructing Surface Models of the Proximal Femur from Sparse Input Data for Surgical Navigation. | Guoyan Zheng, Miguel ngel Gonzlez Ballester |
| 2007 | MICCAI | Unsupervised Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated Fluoroscopic Images. | Guoyan Zheng, Xiao Dong, Miguel ngel Gonzlez Ballester |
| 2007 | MICCAI | Precise Estimation of Postoperative Cup Alignment from Single Standard X-Ray Radiograph with Gonadal Shielding. | Guoyan Zheng, Simon D. Steppacher, Xuan Zhang, Moritz Tannast |
| 2007 | WACV | Automatic Extraction of Femur Contours from Calibrated Fluoroscopic Images. | Xiao Dong, Miguel ngel Gonzlez Ballester, Guoyan Zheng |
| 2006 | ACCV | Use of a Dense Surface Point Distribution Model in a Three-Stage Anatomical Shape Reconstruction from Sparse Information for Computer Assisted Orthopaedic Surgery: A Preliminary Study. | Guoyan Zheng, Kumar T. Rajamani, Lutz-Peter Nolte |
| 2006 | CVPR | Surface Reconstruction of Bone from X-ray Images and Point Distribution Model Incorporating a Novel Method for 2D-3D Correspondence. | Guoyan Zheng, Lutz-Peter Nolte |
| 2006 | ICARCV | Determining Geometrical Parameters by Particle Filter for Automatic Reconstruction of Surface Model of Proximal Femur from Biplanar Calibrated Fluoroscopic Images. | Xiao Dong, Guoyan Zheng |
| 2006 | ICIP | Reconstruction of Patient-Specific 3D Bone Model from Biplanar X-Ray Images and Point Distribution Models. | Guoyan Zheng |
| 2006 | ICPR | A Computational Framework for Automatic Determination of Morphological Parameters of Proximal Femur from Intraoperative Fluoroscopic Images. | Xiao Dong, Guoyan Zheng |
| 2006 | ICPR | A Unifying MAP-MRF Framework for Deriving New Point Similarity Measures for Intensity-based 2D-3D Registration. | Guoyan Zheng, Xuan Zhang |
| 2006 | MICCAI | Reconstruction of Patient-Specific 3D Bone Surface from 2D Calibrated Fluoroscopic Images and Point Distribution Model. | Guoyan Zheng, Miguel ngel Gonzlez Ballester, Martin Andreas Styner, Lutz-Peter Nolte |
| 2004 | MICCAI | A CT-Free Intraoperative Planning and Navigation System for High Tibial Dome Osteotomy. | Gongli Wang, Guoyan Zheng, Paul Alfred Grtzner, Jan von Recum, Lutz-Peter Nolte |