Guoyan Zheng

243 papers A* 1A 3B 6C 3Journal 109Unranked 113
YearRankTypeTitle / Venue / Authors
2026 J jnl
BIASNet: A bidirectional feature alignment and semantics-guided network for weakly-supervised medical image registration.
Medical Image Anal.
Housheng Xie, Xiaoru Gao, Guoyan Zheng
2026 J jnl
CASHNet: Context-Aware Semantics-Driven Hierarchical Network for Hybrid Diffeomorphic CT-CBCT Image Registration.
IEEE Trans. Medical Imaging
Xiaoru Gao, Housheng Xie, Donghua Hang, Guoyan Zheng
2026 J jnl
CR-GLoCo: Cross-Resolution Learning via Global-Local Context Consistency for semi-supervised 3D medical segmentation.
Comput. Medical Imaging Graph.
Peng Liu, Guoyan Zheng
2026 J jnl
Mci-nnunet: multi-cue integration in nnunet for shape-aware segmentation of the femoral bone tumors.
Int. J. Comput. Assist. Radiol. Surg.
Derong Yu, Daoyang Fan, Zhuoyu Li, Jilong Zhao, Hongyu Wu, Weifeng Liu, Guoyan Zheng
2026 J jnl
ReTri: Progressive domain bridging via representation disentanglement and triple-level consistency-driven feature alignment for unsupervised domain adaptive medical image segmentation.
Neural Networks
Xiaoru Gao, Guoyan Zheng
2025 J jnl
A fully automatic fiducial detection and correspondence establishing method for online C-arm calibration.
Int. J. Comput. Assist. Radiol. Surg.
Wenyuan Sun, Xiaoyang Zou, Guoyan Zheng
2025 J jnl
Capturing action triplet correlations for accurate surgical activity recognition.
Comput. Medical Imaging Graph.
Xiaoyang Zou, Derong Yu, Guoyan Zheng
2025 J jnl
JISS: Joint image super-resolution and segmentation of magnetic resonance images via disentangled representation learning.
Knowl. Based Syst.
Jiale Wang, Guoyan Zheng
2025 J jnl
Learning and encoding semantics for multimodal deformable image registration with weak supervision.
Biomed. Signal Process. Control.
Housheng Xie, Xiaoru Gao, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng
2025 J jnl
PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery.
Medical Image Anal.
Adrito Das, Danyal Z. Khan, Dimitrios Psychogyios, Yitong Zhang, John G. Hanrahan, Francisco Vasconcelos, You Pang, Zhen Chen, Jinlin Wu, Xiaoyang Zou, Guoyan Zheng, Abdul Qayyum, Moona Mazher, Imran Razzak, Tianbin Li, Jin Ye, Junjun He, Szymon Plotka, Joanna Kaleta, Amine Yamlahi, Antoine Jund, Patrick Godau, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Dominik Rivoir, Stefanie Speidel, Alejandra Pérez, Santiago Rodríguez, Pablo Arbeláez, Danail Stoyanov, Hani J. Marcus, Sophia Bano
2025 — conf
PromptReg: Universal Medical Image Registration via Task Prompt Learning and Domain Knowledge Transfer.
MICCAI (5)
Housheng Xie, Xiaoru Gao, Guoyan Zheng
2025 J jnl
REHRSeg: Unleashing the power of self-supervised super-resolution for resource-efficient 3D MRI segmentation.
Neurocomputing
Zhiyun Song, Yinjie Zhao, Xiaomin Li, Manman Fei, Xiangyu Zhao, Mengjun Liu, Cunjian Chen, Chung-Hsing Yeh, Qian Wang, Guoyan Zheng, Songtao Ai, Lichi Zhang
2025 J jnl
SSIFNet: Spatial-temporal stereo information fusion network for self-supervised surgical video inpainting.
Comput. Medical Imaging Graph.
Xiaoyang Zou, Zhuyuan Zhang, Derong Yu, Wenyuan Sun, Wenyong Liu, Donghua Hang, Wei Bao, Guoyan Zheng
2025 J jnl
Semi-GDE: generative distribution estimation for semi-supervised medical landmark localization.
Neurocomputing
Kangqing Ye, Xiaoyang Zou, Wenyuan Sun, Guoyan Zheng
2025 J jnl
SurgiATM: A Physics-Guided Plug-and-Play Model for Deep Learning-Based Smoke Removal in Laparoscopic Surgery.
CoRR
Mingyu Sheng, Jianan Fan, Dongnan Liu, Guoyan Zheng, Ron Kikinis, Weidong Cai
2025 J jnl
μNeuFMT: Optical-Property-Adaptive Fluorescence Molecular Tomography via Implicit Neural Representation.
CoRR
Shihan Zhao, Jianru Zhang, Yanan Wu, Linlin Li, Siyuan Shen, Xingjun Zhu, Guoyan Zheng, Jiahua Jiang, Wuwei Ren
2024 J jnl
CathAction: A Benchmark for Endovascular Intervention Understanding.
CoRR
Baoru Huang, Tuan Van Vo, Chayun Kongtongvattana, Giulio Dagnino, Dennis Kundrat, Wenqiang Chi, Mohamed E. M. K. Abdelaziz, Trevor M. Y. Kwok, Tudor Jianu, Tuong Do, Hieu Le, Minh Nguyen, Hoan Nguyen, Erman Tjiputra, Quang Tran, Jianyang Xie, Yanda Meng, Binod Bhattarai, Zhaorui Tan, Hongbin Liu, Hong Seng Gan, Wei Wang, Xi Yang, Qiufeng Wang, Jionglong Su, Kaizhu Huang, Angelos Stefanidis, Min Guo, Bo Du, Rong Tao, Minh Vu, Guoyan Zheng, Yalin Zheng, Francisco Vasconcelos, Danail Stoyanov, Daniel S. Elson, Ferdinando Rodriguez y Baena, Anh Nguyen
2024 J jnl
CycleSGAN: A cycle-consistent and semantics-preserving generative adversarial network for unpaired MR-to-CT image synthesis.
Comput. Medical Imaging Graph.
Runze Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng
2024 J jnl
Incremental regression of localization context for automatic segmentation of ossified ligamentum flavum from CT data.
Int. J. Comput. Assist. Radiol. Surg.
Rong Tao, Xiaoyang Zou, Xiaoru Gao, Xinhua Li, Zhiyu Wang, Xin Zhao, Guoyan Zheng, Donghua Hang
2024 — conf
Label-Guided Teacher for Surgical Phase Recognition via Knowledge Distillation.
MICCAI (6)
Jiale Guan, Xiaoyang Zou, Rong Tao, Guoyan Zheng
2024 J jnl
MAIRNet: weakly supervised anatomy-aware multimodal articulated image registration network.
Int. J. Comput. Assist. Radiol. Surg.
Xiaoru Gao, Woquan Zhong, Runze Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng
2024 J jnl
PFMNet: Prototype-based feature mapping network for few-shot domain adaptation in medical image segmentation.
Comput. Medical Imaging Graph.
Runze Wang, Guoyan Zheng
2024 J jnl
PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery.
CoRR
Adrito Das, Danyal Z. Khan, Dimitrios Psychogyios, Yitong Zhang, John G. Hanrahan, Francisco Vasconcelos, You Pang, Zhen Chen, Jinlin Wu, Xiaoyang Zou, Guoyan Zheng, Abdul Qayyum, Moona Mazher, Imran Razzak, Tianbin Li, Jin Ye, Junjun He, Szymon Plotka, Joanna Kaleta, Amine Yamlahi, Antoine Jund, Patrick Godau, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Dominik Rivoir, Alejandra Pérez, Santiago Rodríguez, Pablo Arbeláez, Danail Stoyanov, Hani J. Marcus, Sophia Bano
2024 J jnl
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation.
CoRR
Zhiyun Song, Yinjie Zhao, Xiaomin Li, Manman Fei, Xiangyu Zhao, Mengjun Liu, Cunjian Chen, Chung-Hsing Yeh, Qian Wang, Guoyan Zheng, Songtao Ai, Lichi Zhang
2024 J jnl
Robot-Assisted Augmented Reality (AR)-Guided Surgical Navigation for Periacetabular Osteotomy.
Sensors
Haoyan Ding, Wenyuan Sun, Guoyan Zheng
2024 J jnl
SMILE: Siamese Multi-scale Interactive-representation LEarning for Hierarchical Diffeomorphic Deformable image registration.
Comput. Medical Imaging Graph.
Xiaoru Gao, Guoyan Zheng
2024 J jnl
Target-Guided Diffusion Models for Unpaired Cross-Modality Medical Image Translation.
IEEE J. Biomed. Health Informatics
Yimin Luo, Qinyu Yang, Ziyi Liu, Zenglin Shi, Weimin Huang, Guoyan Zheng, Jun Cheng
2023 J jnl
ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao, Guoyan Zheng
2023 J jnl
C
CoRR
Peng Liu, Guoyan Zheng
2023 — conf
CT-Guided, Unsupervised Super-Resolution Reconstruction of Single 3D Magnetic Resonance Image.
MICCAI (1)
Jiale Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng
2023 J jnl
CVCL: Context-aware Voxel-wise Contrastive Learning for label-efficient multi-organ segmentation.
Comput. Biol. Medicine
Peng Liu, Guoyan Zheng
2023 J jnl
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Medical Image Anal.
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 G. A. 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
2023 J jnl
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal.
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
2023 J jnl
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection.
CoRR
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
2023 — conf
Context-Aware Cutmix is All You Need for Universal Organ and Cancer Segmentation.
FLARE@MICCAI
Qin Zhou, Peng Liu, Guoyan Zheng
2023 J jnl
EDRL: Entropy-guided disentangled representation learning for unsupervised domain adaptation in semantic segmentation.
Comput. Methods Programs Biomed.
Runze Wang, Qin Zhou, Guoyan Zheng
2023 — conf
FedContrast-GPA: Heterogeneous Federated Optimization via Local Contrastive Learning and Global Process-Aware Aggregation.
MICCAI (2)
Qin Zhou, Guoyan Zheng
2023 J jnl
LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection.
IEEE Trans. Medical Imaging
Rong Tao, Xiaoyang Zou, Guoyan Zheng
2023 J jnl
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.
Wenyuan Sun, Yuyun Zhao, Jihao Liu, Guoyan Zheng
2023 J jnl
Nonlinear regression of remaining surgery duration from videos via Bayesian LSTM-based deep negative correlation learning.
Comput. Medical Imaging Graph.
Junyang Wu, Xiaoyang Zou, Rong Tao, Guoyan Zheng
2023 — conf
Partially Supervised Multi-organ Segmentation via Affinity-Aware Consistency Learning and Cross Site Feature Alignment.
MICCAI (2)
Qin Zhou, Peng Liu, Guoyan Zheng
2022 J jnl
A Novel Point Set Registration-Based Hand-Eye Calibration Method for Robot-Assisted Surgery.
Sensors
Wenyuan Sun, Jihao Liu, Yuyun Zhao, Guoyan Zheng
2022 J jnl
ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion.
CoRR
Xiaoru Gao, Guoyan Zheng
2022 J jnl
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos.
CoRR
Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao, Guoyan Zheng
2022 — conf
BIDMIR: Bi-Directional Medical Image Registration with Symmetric Attention and Cyclic Consistency Regularization.
ISBI
Xiaoru Gao, Rong Tao, Guoyan Zheng
2022 — conf
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation.
MICCAI (8)
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
2022 J jnl
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation.
CoRR
Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li
2022 J jnl
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
CoRR
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 G. A. 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
2022 — conf
Context-Aware Voxel-Wise Contrastive Learning for Label Efficient Multi-organ Segmentation.
MICCAI (4)
Peng Liu, Guoyan Zheng
2022 J jnl
CyCMIS: Cycle-consistent Cross-domain Medical Image Segmentation via diverse image augmentation.
Medical Image Anal.
Runze Wang, Guoyan Zheng
2022 J jnl
Deep learning-based 2D/3D registration of an atlas to biplanar X-ray images.
Int. J. Comput. Assist. Radiol. Surg.
Jeroen Van Houtte, Emmanuel Albert Audenaert, Guoyan Zheng, Jan Sijbers
2022 J jnl
Entropy and distance maps-guided segmentation of articular cartilage: data from the Osteoarthritis Initiative.
Int. J. Comput. Assist. Radiol. Surg.
Zezhong Li, Kangming Chen, Peng Liu, Xiaodong Chen, Guoyan Zheng
2022 — conf
Few-shot Medical Image Segmentation Regularized with Self-reference and Contrastive Learning.
MICCAI (4)
Runze Wang, Qin Zhou, Guoyan Zheng
2022 J jnl
Handling Imbalanced Data: Uncertainty-Guided Virtual Adversarial Training With Batch Nuclear-Norm Optimization for Semi-Supervised Medical Image Classification.
IEEE J. Biomed. Health Informatics
Peng Liu, Guoyan Zheng
2022 J jnl
Joint Lymphoma Lesion Segmentation and Prognosis Prediction From Baseline FDG-PET Images via Multitask Convolutional Neural Networks.
IEEE Access
Peng Liu, Miao Zhang, Xiaoru Gao, Biao Li, Guoyan Zheng
2022 J jnl
KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation.
CoRR
Kangqing Ye, Peng Liu, Qin Zhou, Guoyan Zheng
2022 J jnl
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs.
IEEE J. Biomed. Health Informatics
Rong Tao, Shulin Zhang, Yuexia Wang, Xianqiang Mi, Jian Ma, Chengxing Shen, Guoyan Zheng
2022 — conf
Nonlinear Regression of Remaining Surgical Duration via Bayesian LSTM-Based Deep Negative Correlation Learning.
MICCAI (8)
Junyang Wu, Rong Tao, Guoyan Zheng
2022 J jnl
Spine-transformers: Vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers.
Medical Image Anal.
Rong Tao, Wenyong Liu, Guoyan Zheng
2022 J jnl
Towards bridging the distribution gap: Instance to Prototype Earth Mover's Distance for distribution alignment.
Medical Image Anal.
Qin Zhou, Runze Wang, Guodong Zeng, Heng Fan, Guoyan Zheng
2022 — conf
UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation Learning.
MICCAI (6)
Jiale Wang, Runze Wang, Rong Tao, Guoyan Zheng
2022 J jnl
Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy.
Sensors
Jihao Liu, Wenyuan Sun, Yuyun Zhao, Guoyan Zheng
2021 — conf
2D/3D Registration with a Statistical Deformation Model Prior Using Deep Learning.
BHI
Jeroen Van Houtte, Xiaoru Gao, Jan Sijbers, Guoyan Zheng
2021 J jnl
A Projector-Based Augmented Reality Navigation System for Computer-Assisted Surgery.
Sensors
Yuan Gao, Yuyun Zhao, Le Xie, Guoyan Zheng
2021 J jnl
Correction to "Nonlinear Regression via Deep Negative Correlation Learning".
IEEE Trans. Pattern Anal. Mach. Intell.
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
2021 — conf
DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model.
BHI
Xiaoru Gao, Jeroen Van Houtte, Zihao Chen, Guoyan Zheng
2021 B conf
Disentangled Representation Learning For Deep MR To CT Synthesis Using Unpaired Data.
ICIP
Runze Wang, Guoyan Zheng
2021 — conf
Frequency-Supervised MR-to-CT Image Synthesis.
DGM4MICCAI/DALI@MICCAI
Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek
2021 J jnl
Frequency-Supervised MR-to-CT Image Synthesis.
CoRR
Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek
2021 J jnl
Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems.
IEEE J. Biomed. Health Informatics
Guoyan Zheng, Daoqiang Zhang, Wenbing Zhao
2021 J jnl
Nonlinear Regression via Deep Negative Correlation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
2021 — conf
Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation.
MICCAI (3)
Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber
2021 — conf
Semi-supervised Learning Regularized by Adversarial Perturbation and Diversity Maximization.
MLMI@MICCAI
Peng Liu, Guoyan Zheng
2021 — conf
Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with Transformers.
MICCAI (3)
Rong Tao, Guoyan Zheng
2021 — conf
Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency Regularization.
MLMI@MICCAI
Runze Wang, Guoyan Zheng
2020 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 6th International Workshop and Challenge, CSI@MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings
CSI@MICCAI
Yunliang Cai, Liansheng Wang, Michel A. Audette, Guoyan Zheng, Shuo Li
2020 — conf
Entropy Guided Unsupervised Domain Adaptation for Cross-Center Hip Cartilage Segmentation from MRI.
MICCAI (1)
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
2020 J jnl
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation.
CoRR
Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber
2019 — conf
3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images.
MICCAI (2)
Guodong Zeng, Guoyan Zheng
2019 — conf
A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs.
IPTA
Jeroen Van Houtte, Shabab Bazrafkan, Filip Vandenberghe, Guoyan Zheng, Jan Sijbers
2019 J jnl
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.
IEEE Trans. Medical Imaging
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
2019 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 5th International Workshop and Challenge, CSI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
CSI@MICCAI
Guoyan Zheng, Daniel L. Belavy, Yunliang Cai, Shuo Li
2019 — ed.
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 6th International Workshop, MSKI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
MSKI@MICCAI
Tomaz Vrtovec, Jianhua Yao, Guoyan Zheng, José María Pozo
2019 J jnl
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR
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
2019 J jnl
Holistic decomposition convolution for effective semantic segmentation of medical volume images.
Medical Image Anal.
Guodong Zeng, Guoyan Zheng
2019 — conf
Hybrid Generative Adversarial Networks for Deep MR to CT Synthesis Using Unpaired Data.
MICCAI (4)
Guodong Zeng, Guoyan Zheng
2019 J jnl
Robust Regression via Deep Negative Correlation Learning.
CoRR
Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng
2019 J jnl
Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration.
Int. J. Comput. Assist. Radiol. Surg.
Dimitrios Damopoulos, Till D. Lerch, Florian Schmaranzer, Moritz Tannast, Christophe Chênes, Guoyan Zheng, Jérôme Schmid
2019 J jnl
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
CoRR
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 Li Hsian Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels
2019 J jnl
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
IEEE Trans. Medical Imaging
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 Li Hsian 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
2018 J jnl
3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images.
Medical Image Anal.
Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Xiaojuan Qi, Daniel L. Belavy, Gabriele Armbrecht, Dieter Felsenberg, Guoyan Zheng, Pheng-Ann Heng
2018 J jnl
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.
Guoyan Zheng, Hagen Hommel, Alper Akcoltekin, Benedikt Thelen, Jan Stifter, Geert Peersman
2018 — conf
Affinely Registered Multi-object Atlases as Shape Prior for Grid Cut Segmentation of Lumbar Vertebrae from CT Images.
ICIAR
Weimin Yu, Wenyong Liu, Liwen Tan, Shaoxiang Zhang, Guoyan Zheng
2018 J jnl
Augmented marker tracking for peri-acetabular osteotomy surgery.
Int. J. Comput. Assist. Radiol. Surg.
Silvio Pflugi, Rakesh Vasireddy, Till D. Lerch, Timo Michael Ecker, Moritz Tannast, Nane Boemke, Klaus-Arno Siebenrock, Guoyan Zheng
2018 — conf
Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mixup.
CSI@MICCAI
Dimitrios Damopoulos, Daniel Haschtmann, Tamás Fekete, Guoyan Zheng
2018 — conf
Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images.
MSKI@MICCAI
Naoki Kamiya, Masanori Kume, Guoyan Zheng, Xiangrong Zhou, Hiroki Kato, Huayue Chen, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Masayuki Matsuo, Hiroshi Fujita
2018 — conf
Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images.
MICCAI (4)
Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, Guoyan Zheng
2018 — ed.
Computational Methods and Clinical Applications in Musculoskeletal Imaging - 5th International Workshop, MSKI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Revised Selected Papers
MSKI@MICCAI
Ben Glocker, Jianhua Yao, Tomaz Vrtovec, Alejandro F. Frangi, Guoyan Zheng
2018 A* conf
Crowd Counting With Deep Negative Correlation Learning.
CVPR
Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, Guoyan Zheng
2018 — conf
Deep Volumetric Shape Learning for Semantic Segmentation of the Hip Joint from 3D MR Images.
MSKI@MICCAI
Guodong Zeng, Guoyan Zheng
2018 — conf
Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge.
CSI@MICCAI
Guodong Zeng, Daniel L. Belavy, Shuo Li, Guoyan Zheng
2018 — conf
Fully Automatic Planning of Total Shoulder Arthroplasty Without Segmentation: A Deep Learning Based Approach.
MSKI@MICCAI
Paul Kulyk, Lazaros Vlachopoulos, Philipp Fürnstahl, Guoyan Zheng
2018 — conf
Fully automatic segmentation of lumbar vertebrae from CT images using cascaded 3D fully convolutional networks.
ISBI
Rens Janssens, Guodong Zeng, Guoyan Zheng
2018 J jnl
Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications.
Int. J. Comput. Assist. Radiol. Surg.
Naoki Kamiya, Jing Li, Masanori Kume, Hiroshi Fujita, Dinggang Shen, Guoyan Zheng
2018 J jnl
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images.
CoRR
Guodong Zeng, Guoyan Zheng
2018 — conf
How to Exploit Weaknesses in Biomedical Challenge Design and Organization.
MICCAI (4)
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
2018 J jnl
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR
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
2018 — conf
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
Guodong Zeng, Qian Wang, Till D. Lerch, Florian Schmaranzer, Moritz Tannast, Klaus-Arno Siebenrock, Guoyan Zheng
2018 — conf
Multi-scale Fully Convolutional DenseNets for Automated Skin Lesion Segmentation in Dermoscopy Images.
ICIAR
Guodong Zeng, Guoyan Zheng
2018 — conf
Multi-stream 3D FCN with multi-scale deep supervision for multi-modality isointense infant brain MR image segmentation.
ISBI
Guodong Zeng, Guoyan Zheng
2017 — conf
3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images.
MLMI@MICCAI
Guodong Zeng, Xin Yang, Jing Li, Lequan Yu, Pheng-Ann Heng, Guoyan Zheng
2017 J jnl
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.
Steve Berger, Carol-Claudius Hasler, Caroline A. Grant, Guoyan Zheng, Steffen Schumann, Philippe Büchler
2017 — conf
Atlas-Based 3D Intensity Volume Reconstruction of Musculoskeletal Structures in the Lower Extremity from 2D Calibrated X-Ray Images.
BIVPCS/POCUS@MICCAI
Weimin Yu, Guoyan Zheng
2017 — conf
Augmented marker tracking for peri-acetabular osteotomy surgery.
EMBC
Silvio Pflugi, Rakesh Vasireddy, Till D. Lerch, Timo Michael Ecker, Moritz Tannast, Nane Boemke, Klaus-Arno Siebenrock, Guoyan Zheng
2017 — conf
Automatic Localization of the Lumbar Vertebral Landmarks in CT Images with Context Features.
MSKI@MICCAI
Dimitrios Damopoulos, Ben Glocker, Guoyan Zheng
2017 — conf
DSMS-FCN: A Deeply Supervised Multi-scale Fully Convolutional Network for Automatic Segmentation of Intervertebral Disc in 3D MR Images.
MSKI@MICCAI
Guodong Zeng, Guoyan Zheng
2017 J jnl
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.
Medical Image Anal.
Guoyan Zheng, Chengwen Chu, Daniel L. 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
2017 J jnl
Fully Automatic Segmentation of Lumbar Vertebrae from CT Images using Cascaded 3D Fully Convolutional Networks.
CoRR
Rens Janssens, Guodong Zeng, Guoyan Zheng
2017 J jnl
Multi-atlas pancreas segmentation: Atlas selection based on vessel structure.
Medical Image Anal.
Kenichi Karasawa, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Chengwen Chu, Guoyan Zheng, Daniel Rueckert, Kensaku Mori
2017 J jnl
Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation.
CoRR
Guodong Zeng, Guoyan Zheng
2017 J jnl
Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model.
Pattern Recognit.
Weimin Yu, Moritz Tannast, Guoyan Zheng
2016 — conf
A Cost-Effective Navigation System for Peri-acetabular Osteotomy Surgery.
MIAR
Silvio Pflugi, Rakesh Vasireddy, Li Liu, Timo Michael Ecker, Till D. Lerch, Klaus-Arno Siebenrock, Guoyan Zheng
2016 J jnl
A cost-effective surgical navigation solution for periacetabular osteotomy (PAO) surgery.
Int. J. Comput. Assist. Radiol. Surg.
Silvio Pflugi, Li Liu, Timo Michael Ecker, Steffen Schumann, Jennifer Larissa Cullmann, Klaus-Arno Siebenrock, Guoyan Zheng
2016 — conf
Atlas-Based Reconstruction of 3D Volumes of a Lower Extremity from 2D Calibrated X-ray Images.
MIAR
Weimin Yu, Guoyan Zheng
2016 — conf
Automated Facial Nerve Segmentation: A Validation Study.
CURAC
Chengwen Chu, Nicolas Gerber, Kate A. Gavaghan, Guoyan Zheng
2016 — conf
Automated Intervertebral Disc Segmentation Using Deep Convolutional Neural Networks.
CSI@MICCAI
Xing Ji, Guoyan Zheng, Daniel L. Belavy, Dong Ni
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
CSI@MICCAI
Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - Third International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers
CSI@MICCAI
Tomaz Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro F. Frangi, Guoyan Zheng, Shuo Li
2016 — conf
Computer Assisted Planning, Simulation and Navigation of Periacetabular Osteotomy.
CURAC
Li Liu, Timo Ecker, Klaus-Arno Siebenrock, Guoyan Zheng
2016 — conf
Computer Assisted Planning, Simulation and Navigation of Periacetabular Osteotomy.
MIAR
Li Liu, Timo Michael Ecker, Klaus-Arno Siebenrock, Guoyan Zheng
2016 J jnl
Constrained Statistical Modelling of Knee Flexion From Multi-Pose Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging
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
2016 J jnl
Fluoroscopy-based tracking of femoral kinematics with statistical shape models.
Int. J. Comput. Assist. Radiol. Surg.
Marta Valenti, Elena De Momi, Weimin Yu, Giancarlo Ferrigno, Mohsen Akbari Shandiz, Carolyn Anglin, Guoyan Zheng
2016 — conf
Fully Automatic Localization and Segmentation of Intervertebral Disc from 3D Multi-modality MR Images by Regression Forest and CNN.
CSI@MICCAI
Xing Ji, Guoyan Zheng, Li Liu, Dong Ni
2016 J jnl
Fully automatic reconstruction of personalized 3D volumes of the proximal femur from 2D X-ray images.
Int. J. Comput. Assist. Radiol. Surg.
Weimin Yu, Chengwen Chu, Moritz Tannast, Guoyan Zheng
2016 J jnl
Gaussian mixture models based 2D-3D registration of bone shapes for orthopedic surgery planning.
Medical Biol. Eng. Comput.
Marta Valenti, Giancarlo Ferrigno, Dario Martina, Weimin Yu, Guoyan Zheng, Mohsen Akbari Shandiz, Carolyn Anglin, Elena De Momi
2016 — ed.
Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Bern, Switzerland, August 24-26, 2016, Proceedings
MIAR
Guoyan Zheng, Hongen Liao, Pierre Jannin, Philippe C. Cattin, Su-Lin Lee
2016 — conf
Patient-Specific 3D Reconstruction of a Complete Lower Extremity from 2D X-rays.
MIAR
Guoyan Zheng, Steffen Schumann, Alper Alcoltekin, Branislav Jaramaz, Lutz-Peter Nolte
2016 J jnl
Radiographic reconstruction of lower-extremity bone fragments: a first trial.
Int. J. Comput. Assist. Radiol. Surg.
Steffen Schumann, Richard Bieck, Rainer Bader, Johannes T. Heverhagen, Lutz-Peter Nolte, Guoyan Zheng
2016 — conf
Statistical shape modeling of compound musculoskeletal structures around the thigh region.
ISBI
Chengwen Chu, Masaki Takao, Takeshi Ogawa, Futoshi Yokota, Yoshinobu Sato, Guoyan Zheng
2015 — conf
2D-3D regularized deformable b-spline registration: Application to the proximal femur.
ISBI
Weimin Yu, Guoyan Zheng
2015 J jnl
Cup Implant Planning Based on 2-D/3-D Radiographic Pelvis Reconstruction - First Clinical Results.
IEEE Trans. Biomed. Eng.
Steffen Schumann, Yoshinobu Sato, Yuki Nakanishi, Futoshi Yokota, Masaki Takao, Nobuhiko Sugano, Guoyan Zheng
2015 J jnl
Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge.
IEEE Trans. Medical Imaging
Ching-Wei Wang, Cheng-Ta Huang, Meng-Che Hsieh, Chung-Hsing Li, Sheng-Wei Chang, Wei-Cheng Li, Remy Vandaele, Raphaël Marée, Sébastien Jodogne, Pierre Geurts, Cheng Chen, Guoyan Zheng, Chengwen Chu, Hengameh Mirzaalian, Ghassan Hamarneh, Tomaz Vrtovec, Bulat Ibragimov
2015 — conf
Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework.
CSI@MICCAI
Chengwen Chu, Weimin Yu, Shuo Li, Guoyan Zheng
2015 J jnl
Localization and Segmentation of 3D Intervertebral Discs in MR Images by Data Driven Estimation.
IEEE Trans. Medical Imaging
Cheng Chen, Daniel L. Belavy, Weimin Yu, Chengwen Chu, Gabriele Armbrecht, Martin Bansmann, Dieter Felsenberg, Guoyan Zheng
2015 J jnl
MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images.
Medical Image Anal.
Chengwen Chu, Junjie Bai, Xiaodong Wu, Guoyan Zheng
2015 J jnl
Medical image computing in diagnosis and intervention of spinal diseases.
Comput. Medical Imaging Graph.
Guoyan Zheng, Shuo Li
2015 — conf
Non-rigid Free-Form 2D-3D Registration Using Statistical Deformation Model.
MLMI
Guoyan Zheng, Weimin Yu
2015 B conf
Personalized x-ray reconstruction of the proximal femur via a non-rigid 2D-3D registration.
Image Processing
Weimin Yu, Philippe Zysset, Guoyan Zheng
2015 J jnl
Ruler Based Automatic C-Arm Image Stitching Without Overlapping Constraint.
J. Digit. Imaging
Cheng Chen, Risto Kojcev, Daniel Haschtmann, Tamas Fekete, Lutz-Peter Nolte, Guoyan Zheng
2014 — conf
3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification.
MLMI
Cheng Chen, Daniel L. Belavy, Guoyan Zheng
2014 — conf
Articulated Statistical Shape Model-Based 2D-3D Reconstruction of a Hip Joint.
IPCAI
Steven Balestra, Steffen Schumann, Johannes T. Heverhagen, Lutz-Peter Nolte, Guoyan Zheng
2014 J jnl
Automatic X-ray landmark detection and shape segmentation via data-driven joint estimation of image displacements.
Medical Image Anal.
Cheng Chen, Weiguo Xie, Jochen Franke, Paul Alfred Grützner, Lutz-Peter Nolte, Guoyan Zheng
2014 — conf
Computer Assisted Planning and Navigation of Periacetabular Osteotomy with Range of Motion Optimization.
MICCAI (2)
Li Liu, Timo Ecker, Steffen Schumann, Klaus-Arno Siebenrock, Lutz-Peter Nolte, Guoyan Zheng
2014 — conf
Fully Automatic CT Segmentation for Computer-Assisted Pre-operative Planning of Hip Arthroscopy.
CARE@MICCAI
Chengwen Chu, Cheng Chen, Guoyan Zheng
2014 — conf
Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection.
ACCV (3)
Chengwen Chu, Junjie Bai, Li Liu, Xiaodong Wu, Guoyan Zheng
2014 J jnl
Fully automatic segmentation of AP pelvis X-rays via random forest regression with efficient feature selection and hierarchical sparse shape composition.
Comput. Vis. Image Underst.
Cheng Chen, Guoyan Zheng
2014 — conf
Personalized X-ray Reconstruction of the Proximal Femur via a New Control Point-based 2D-3D Registration and Residual Complexity Minimization.
VCBM
Weimin Yu, Guoyan Zheng
2014 — conf
Preliminary Study on Finite Element Simulation for Optimizing Acetabulum Reorientation after Periacetabular Osteotomy.
ISBMS
Li Liu, Timo Michael Ecker, Steffen Schumann, Klaus-Arno Siebenrock, Guoyan Zheng
2014 J jnl
Statistical model-based segmentation of the proximal femur in digital antero-posterior (AP) pelvic radiographs.
Int. J. Comput. Assist. Radiol. Surg.
Weiguo Xie, Jochen Franke, Cheng Chen, Paul Alfred Grützner, Steffen Schumann, Lutz-Peter Nolte, Guoyan Zheng
2013 — conf
2D-3D reconstruction-based implant migration measurement.
CURAC
Benedikt Thelen, Steven Balestra, Steffen Schumann, Lutz-Peter Nolte, Guoyan Zheng
2013 — conf
3D volumetric intensity reconsturction from 2D x-ray images using partial least squares regression.
ISBI
Guoyan Zheng
2013 — ed.
Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions - 6th International Workshop, MIAR 2013 and 8th International Workshop, AE-CAI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings
AE-CAI
Hongen Liao, Cristian A. Linte, Ken Masamune, Terry M. Peters, Guoyan Zheng
2013 — conf
Cadaveric validation of a novel planning and navigation system for peri-acetabular osteotomy (PAO).
CURAC
Li Liu, Timo Ecker, Steffen Schumann, Klaus-Arno Siebenrock, Lutz-Peter Nolte, Guoyan Zheng
2013 — conf
Expectation Conditional Maximization-Based Deformable Shape Registration.
CAIP (1)
Guoyan Zheng
2013 — conf
Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition.
CAIP (1)
Cheng Chen, Guoyan Zheng
2013 — conf
Fully Automatic X-Ray Image Segmentation via Joint Estimation of Image Displacements.
MICCAI (3)
Cheng Chen, Weiguo Xie, Jochen Franke, Paul Alfred Grützner, Lutz-Peter Nolte, Guoyan Zheng
2013 — conf
Robust Proximal Femur Segmentation in Conventional X-Ray Images via Random Forest Regression on Multi-resolution Gradient Features.
ICIAR
Cheng Chen, Guoyan Zheng
2013 — conf
Ruler based automatic C-arm image stitching without overlapping constraint.
CURAC
Cheng Chen, Risto Kojcev, C. Haschmann, Tamas Fekete, Lutz-Peter Nolte, Guoyan Zheng
2012 — conf
A Hierarchical Strategy for Reconstruction of 3D Acetabular Surface Models from 2D Calibrated X-Ray Images.
IPCAI
Steffen Schumann, Moritz Tannast, Mathias Bergmann, Michael Thali, Lutz-Peter Nolte, Guoyan Zheng
2012 — conf
Calibration of C-arm for orthopedic interventions via statistical model-based distortion correction and robust phantom detection.
ISBI
Steffen Schumann, Xiao Dong, Marc Puls, Lutz-Peter Nolte, Guoyan Zheng
2012 J jnl
Compensation of Sound Speed Deviations in 3-D B-Mode Ultrasound for Intraoperative Determination of the Anterior Pelvic Plane.
IEEE Trans. Inf. Technol. Biomed.
Steffen Schumann, Lutz-Peter Nolte, Guoyan Zheng
2012 — conf
Evaluation of 3D correspondence methods for building point distribution models of the kidney.
BMEI
Guoyan Zheng, Zhicheng Li, Jia Gu
2012 — conf
Finding Deformable Shapes by Correspondence-Free Instantiation and Registration of Statistical Shape Models.
MLMI
Weiguo Xie, Steffen Schumann, Jochen Franke, Paul Alfred Grützner, Lutz-Peter Nolte, Guoyan Zheng
2012 J jnl
Validation of a statistical shape model-based 2D/3D reconstruction method for determination of cup orientation after THA.
Int. J. Comput. Assist. Radiol. Surg.
Guoyan Zheng, Jan von Recum, Lutz-Peter Nolte, Paul Alfred Grützner, Simon D. Steppacher, Jochen Franke
2011 A conf
3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images.
BMVC
Haithem Boussaid, Samuel Kadoury, Iasonas Kokkinos, Jean-Yves Lazennec, Guoyan Zheng, Nikos Paragios
2011 — conf
ECM versus ICP for point registration.
EMBC
Weiguo Xie, Lutz-Peter Nolte, Guoyan Zheng
2011 — conf
Kernel density correlation based non-rigid point set matching for statistical model-based 2D/3D reconstruction.
ISBI
Guoyan Zheng
2011 — conf
PS-GANS: A Patient-Specific, Gravity Assisted Navigation System for Acetabular Cup Placement.
IPCAI
Guoyan Zheng, Santiago Echeverri, Weiguo Xie, Lutz-Peter Nolte
2011 — conf
Personalized X-Ray Reconstruction of the Proximal Femur via Intensity-Based Non-rigid 2D-3D Registration.
MICCAI (2)
Guoyan Zheng
2011 J jnl
Scaled, patient-specific 3D vertebral model reconstruction based on 2D lateral fluoroscopy.
Int. J. Comput. Assist. Radiol. Surg.
Guoyan Zheng, Lutz-Peter Nolte, Stephen Ferguson
2010 — conf
An Accuracy Approach to Robotic Microsurgery in the Ear.
CURAC
Brett J. Bell, Jonas Salzmann, Einar Nielsen, Nicolas Gerber, Guoyan Zheng, Lutz-Peter Nolte, Christof Stieger, Marco Caversaccio, Stefan Weber
2010 J jnl
An integrated approach for reconstructing a surface model of the proximal femur from sparse input data and a multi-resolution point distribution model: an in vitro study.
Int. J. Comput. Assist. Radiol. Surg.
Guoyan Zheng, Steffen Schumann, Miguel Ángel González Ballester
2010 J jnl
Assessing the Accuracy Factors in the Determination of Postoperative Acetabular Cup Orientation Using Hybrid 2D-3D Registration.
J. Digit. Imaging
Guoyan Zheng
2010 — conf
Automated Intervertebral Disc Detection from Low Resolution, Sparse MRI Images for the Planning of Scan Geometries.
MLMI
Xiao Dong, Huanxiang Lu, Yasuo Sakurai, Hitoshi Yamagata, Guoyan Zheng, Mauricio Reyes
2010 — conf
Automated Vertebra Identification from X-Ray Images.
ICIAR (2)
Xiao Dong, Guoyan Zheng
2010 J jnl
Computer assisted determination of acetabular cup orientation using 2D-3D image registration.
Int. J. Comput. Assist. Radiol. Surg.
Guoyan Zheng, Xuan Zhang
2010 — conf
Determination of Pelvic Orientation from Ultrasound Images Using Patch-SSMs and a Hierarchical Speed of Sound Compensation Strategy.
IPCAI
Steffen Schumann, Marc Puls, Timo Ecker, Tobias Schwaegli, Jan Stifter, Klaus-Arno Siebenrock, Guoyan Zheng
2010 J jnl
Effective incorporating spatial information in a mutual information based 3D-2D registration of a CT volume to X-ray images.
Comput. Medical Imaging Graph.
Guoyan Zheng
2009 J jnl
A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images.
Medical Image Anal.
Guoyan Zheng, Sebastian Gollmer, Steffen Schumann, Xiao Dong, Thomas Feilkas, Miguel Ángel González Ballester
2009 — conf
A System for 3-D Reconstruction of A Patient-Specific Surface Model from Calibrated X-ray Images.
MMVR
Guoyan Zheng, Steffen Schumann
2009 J jnl
A novel parameter decomposition based optimization approach for automatic pose estimation of distal locking holes from single calibrated fluoroscopic image.
Pattern Recognit. Lett.
Guoyan Zheng, Xuan Zhang
2009 J jnl
Automatic extraction of proximal femur contours from calibrated X-ray images: a Bayesian inference approach.
Int. J. Funct. Informatics Pers. Medicine
Xiao Dong, Guoyan Zheng
2009 A conf
Development of a miniature robot for hearing aid implantation.
IROS
Jonas Salzmann, Guoyan Zheng, Nicolas Gerber, Christof Stieger, Andreas Michael Arnold, Urs Rohrer, Lutz-Peter Nolte, Marco Caversaccio, Stefan Weber
2009 J jnl
HipMatch: An object-oriented cross-platform program for accurate determination of cup orientation using 2D-3D registration of single standard X-ray radiograph and a CT volume.
Comput. Methods Programs Biomed.
Guoyan Zheng, Xuan Zhang, Simon D. Steppacher, Stephen B. Murphy, Klaus-Arno Siebenrock, Moritz Tannast
2009 J jnl
Matching Parameterized Shapes by Nonparametric Belief Propagation.
Int. J. Pattern Recognit. Artif. Intell.
Xiao Dong, Guoyan Zheng
2009 C conf
Statistical Deformable Model-Based Reconstruction of a Patient-Specific Surface Model from Single Standard X-ray Radiograph.
CAIP
Guoyan Zheng
2009 — conf
Statistically Deformable 2D/3D Registration for Accurate Determination of Post-operative Cup Orientation from Single Standard X-ray Radiograph.
MICCAI (1)
Guoyan Zheng
2008 J jnl
A Robust and Accurate Two-Stage Approach for Automatic Recovery of Distal Locking Holes in Computer-Assisted IntramedullaryNailing of Femoral Shaft Fractures.
IEEE Trans. Medical Imaging
Guoyan Zheng, Xuan Zhang, Daniel Haschtmann, P. Gedet, Xiao Dong, Lutz-Peter Nolte
2008 — conf
An Integrated Approach for Reconstructing a Surface Model of the Proximal Femur from Sparse Input Data and a Multi-Level Point Distribution Model.
ISBMS
Guoyan Zheng, Miguel Ángel González Ballester
2008 — conf
Automatic Extraction of Proximal Femur Contours from Calibrated X-Ray Images Using 3D Statistical Models.
MIAR
Xiao Dong, Guoyan Zheng
2008 — conf
Automatic Mutual Nonrigid Registration of Dense Surfaces by Graphical Model Based Inference.
SSPR/SPR
Xiao Dong, Guoyan Zheng
2008 — conf
Automatic extraction of femur contours from calibrated x-ray images: A Bayesian inference approach.
ISBI
Xiao Dong, Guoyan Zheng
2008 — conf
Effective Incorporation of Spatial Information in a Mutual Information Based 3D-2D Registration of a CT Volume to X-Ray Images.
MICCAI (2)
Guoyan Zheng
2008 B conf
Robust intensity-based 3D-2D registration of ct and X-ray images for precise estimation of cup alignment after total hip arthroplasty.
ICPR
Guoyan Zheng
2007 — conf
A Novel Parameter Decomposition Approach for Recovering Poses of Distal Locking Holes from Single Calibrated Fluoroscopic Image.
SCIA
Guoyan Zheng, Xuan Zhang
2007 — conf
A robust and accurate approach for reconstruction of patient-specific 3D bone models from sparse point sets.
Image-Guided Procedures
Guoyan Zheng
2007 J jnl
Accurate and Robust Reconstruction of a Surface Model of the Proximal Femur From Sparse-Point Data and a Dense-Point Distribution Model for Surgical Navigation.
IEEE Trans. Biomed. Eng.
Guoyan Zheng, Xiao Dong, Kumar T. Rajamani, Xuan Zhang, Martin Styner, Ramesh U. Thoranaghatte, Lutz-Peter Nolte, Miguel Ángel González Ballester
2007 — conf
An Integrated Approach for Reconstructing Surface Models of the Proximal Femur from Sparse Input Data for Surgical Navigation.
HCI (12)
Guoyan Zheng, Miguel Ángel González Ballester
2007 J jnl
Automated detection and segmentation of cylindrical fragments from calibrated C-arm images for long bone fracture reduction.
Comput. Methods Programs Biomed.
Guoyan Zheng, Xiao Dong, Paul Alfred Grützner, Lutz-Peter Nolte
2007 A conf
Automatic Extraction of Femur Contours from Calibrated Fluoroscopic Images.
WACV
Xiao Dong, Miguel Ángel González Ballester, Guoyan Zheng
2007 J jnl
Automatic Extraction of Femur Contours from Calibrated X-Ray Images using Statistical Information.
J. Multim.
Xiao Dong, Miguel Ángel González Ballester, Guoyan Zheng
2007 — conf
Automatic Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated X-Ray Images Via Bayesian Filters.
ICIC (1)
Guoyan Zheng, Xiao Dong
2007 — conf
Hardware accelerated ray cast of volume data and volume gradient for an optimized splines-based multi-resolution 2D-3D registration.
Image-Guided Procedures
Xuan Zhang, Guoyan Zheng
2007 J jnl
Hip
Comput. Methods Programs Biomed.
Guoyan Zheng, Moritz Tannast, C. Anderegg, Klaus-Arno Siebenrock, Frank Langlotz
2007 C conf
Incorporating Spatial Information into 3D-2D Image Registration.
CAIP
Guoyan Zheng
2007 — conf
Non-photorealistic rendering of virtual implant models for computer-assisted fluoroscopy-based surgical procedures.
Image-Guided Procedures
Guoyan Zheng
2007 B conf
Particle Filter Based Automatic Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated X-Ray Images for Surgical Navigation.
ACIVS
Guoyan Zheng, Xiao Dong
2007 — conf
Precise Estimation of Postoperative Cup Alignment from Single Standard X-Ray Radiograph with Gonadal Shielding.
MICCAI (2)
Guoyan Zheng, Simon D. Steppacher, Xuan Zhang, Moritz Tannast
2007 — conf
Precise Pose Recovery of Distal Locking Holes From Single Calibrated Fluoroscopic Image via a Novel Variable Decomposition Approach.
ISBI
Xuan Zhang, Guoyan Zheng
2007 — conf
Precise approach for recovering poses of distal locking holes from single calibrated X-ray image for computer-assisted intramedullary nailing of femoral shaft fractures.
VISAPP (Special Sessions)
Guoyan Zheng, Xuan Zhang
2007 J jnl
Statistical deformable bone models for robust 3D surface extrapolation from sparse data.
Medical Image Anal.
Kumar T. Rajamani, Martin Andreas Styner, Haydar Talib, Guoyan Zheng, Lutz-Peter Nolte, Miguel Ángel González Ballester
2007 — conf
Unifying Energy Minimization and Mutual Information Maximization for Robust 2D/3D Registration of X-Ray and CT Images.
DAGM-Symposium
Guoyan Zheng
2007 — conf
Unsupervised Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated Fluoroscopic Images.
MICCAI (1)
Guoyan Zheng, Xiao Dong, Miguel Ángel González Ballester
2006 — conf
A Computational Framework for Automatic Determination of Morphological Parameters of Proximal Femur from Intraoperative Fluoroscopic Images.
ICPR (1)
Xiao Dong, Guoyan Zheng
2006 — conf
A Novel 3D/2D Correspondence Building Method for Anatomy-Based Registration.
WBIR
Guoyan Zheng
2006 — conf
A Unifying MAP-MRF Framework for Deriving New Point Similarity Measures for Intensity-based 2D-3D Registration.
ICPR (2)
Guoyan Zheng, Xuan Zhang
2006 — conf
A class of novel point similarity measures based on MAP-MRF framework for 2D-3D registration of X-ray fluoroscopy to CT images.
ISBI
Guoyan Zheng, Xuan Zhang, Lutz-Peter Nolte
2006 J jnl
An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images.
Int. J. Biomed. Imaging
Slavica Jonic, Philippe Thévenaz, Guoyan Zheng, Lutz-Peter Nolte, Michael Unser
2006 — conf
An optimal three-stage method for anatomical shape reconstruction from sparse information using a dense surface point distribution model.
Image-Guided Procedures
Guoyan Zheng, Kumar T. Rajamani
2006 — conf
Automatic Pose Recovery of the Distal Locking Holes from Single Calibrated Fluoroscopic Image for Computer-Assisted Intramedullary Nailing of Femoral Shaft Fractures.
MIAR
Guoyan Zheng, Xuan Zhang, Lutz-Peter Nolte
2006 — conf
Computerized fluoroscopy with zero-dose image updates for minimally invasive femoral diaphyseal fracture reduction.
Image-Guided Procedures
Guoyan Zheng, Xiao Dong
2006 C conf
Determining Geometrical Parameters by Particle Filter for Automatic Reconstruction of Surface Model of Proximal Femur from Biplanar Calibrated Fluoroscopic Images.
ICARCV
Xiao Dong, Guoyan Zheng
2006 — conf
Finding Deformable Shapes by Point Set Matching Through Nonparametric Belief Propagation.
MIAR
Xiao Dong, Guoyan Zheng
2006 — conf
Fully Automatic Determination of Morphological Parameters of Proximal Femur from Calibrated Fluoroscopic Images Through Particle Filtering.
ICIAR (2)
Xiao Dong, Guoyan Zheng
2006 — conf
Point Similarity Measures Based on MRF Modeling of Difference Images for Spline-Based 2D-3D Rigid Registration of X-Ray Fluoroscopy to CT Images.
WBIR
Guoyan Zheng, Xuan Zhang, Slavica Jonic, Philippe Thévenaz, Michael Unser, Lutz-Peter Nolte
2006 B conf
RANSAC-based EM algorithm for robust detection and segmentation of cylindrical fragments from calibrated C-arm images.
Image Processing
Guoyan Zheng, Xiao Dong, Xuan Zhang
2006 B conf
Reconstruction of Patient-Specific 3D Bone Model from Biplanar X-Ray Images and Point Distribution Models.
ICIP
Guoyan Zheng
2006 — conf
Reconstruction of Patient-Specific 3D Bone Surface from 2D Calibrated Fluoroscopic Images and Point Distribution Model.
MICCAI (1)
Guoyan Zheng, Miguel Ángel González Ballester, Martin Andreas Styner, Lutz-Peter Nolte
2006 — conf
Robust and Accurate Reconstruction of Patient-Specific 3D Surface Models from Sparse Point Sets: A Sequential Three-Stage Trimmed Optimization Approach.
MIAR
Guoyan Zheng, Xiao Dong, Lutz-Peter Nolte
2006 — conf
Surface Reconstruction of Bone from X-ray Images and Point Distribution Model Incorporating a Novel Method for 2D-3D Correspondence.
CVPR (2)
Guoyan Zheng, Lutz-Peter Nolte
2006 — conf
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.
ACCV (2)
Guoyan Zheng, Kumar T. Rajamani, Lutz-Peter Nolte
2004 — conf
A CT-Free Intraoperative Planning and Navigation System for High Tibial Dome Osteotomy.
MICCAI (2)
Gongli Wang, Guoyan Zheng, Paul Alfred Grützner, Jan von Recum, Lutz-Peter Nolte
2004 — conf
Assessing Spline-Based Multi-resolution 2D-3D Image Registration for Practical Use in Surgical Guidance.
MIAR
Guoyan Zheng, Xuan Zhang, Lutz-Peter Nolte