Guoyan Zheng

Guoyan Zheng, Shuxiang Li, 1998, Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286).

Statistical shape model-based reconstruction of a scaled, patient-specific surface model of the pelvis from a single standard AP x-ray radiograph.

Guoyan Zheng, Guoyan Zheng, 2010, Medical physics.

A cost-effective surgical navigation solution for periacetabular osteotomy (PAO) surgery

Li Liu, Guoyan Zheng, Steffen Schumann, 2015, International Journal of Computer Assisted Radiology and Surgery.

Fluoroscopy-based tracking of femoral kinematics with statistical shape models

Guoyan Zheng, Giancarlo Ferrigno, Elena De Momi, 2016, International Journal of Computer Assisted Radiology and Surgery.

Multi-stream 3D FCN with multi-scale deep supervision for multi-modality isointense infant brain MR image segmentation

Guoyan Zheng, Guodong Zeng, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Incorporating Spatial Information into 3D-2D Image Registration

Guoyan Zheng, 2007, CAIP.

Matching Parameterized Shapes by Nonparametric Belief Propagation

Guoyan Zheng, Xiao Dong, 2009, Int. J. Pattern Recognit. Artif. Intell..

3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images

Guoyan Zheng, Jing Li, Xin Yang, 2017, MLMI@MICCAI.

Statistical Shape Models and Atlases: Application to 2D-3D Reconstruction in THA

Guoyan Zheng, Guoyan Zheng, 2018 .

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

Guoyan Zheng, Shuo Li, Yunliang Cai, 2019 .

3D reconstruction of a patient-specific surface model of the proximal femur from calibrated x-ray radiographs: a validation study.

Guoyan Zheng, Steffen Schumann, S. Schumann, 2009, Medical physics.

Medical Imaging and Augmented Reality

Guoyan Zheng, Su-Lin Lee, Philippe Cattin, 2016, Lecture Notes in Computer Science.

Multi-scale Fully Convolutional DenseNets for Automated Skin Lesion Segmentation in Dermoscopy Images

Guoyan Zheng, Guodong Zeng, Guoyan Zheng, 2018, ICIAR.

Statistically Deformable 2D/3D Registration for Accurate Determination of Post-operative Cup Orientation from Single Standard X-ray Radiograph

Guoyan Zheng, Guoyan Zheng, 2009, MICCAI.

Automated Facial Nerve Segmentation: A Validation Study

Chengwen Chu, Guoyan Zheng, Kate A. Gavaghan, 2016, CURAC.

Affinely Registered Multi-object Atlases as Shape Prior for Grid Cut Segmentation of Lumbar Vertebrae from CT Images

Guoyan Zheng, Shaoxiang Zhang, Weimin Yu, 2018, ICIAR.

A Robust and Accurate Two-Stage Approach for Automatic Recovery of Distal Locking Holes in Computer-Assisted Intramedullary Nailing of Femoral Shaft Fractures

Guoyan Zheng, Xuan Zhang, Lutz-Peter Nolte, 2008, IEEE Transactions on Medical Imaging.

Evaluation of 3D correspondence methods for building point distribution models of the kidney

Guoyan Zheng, Jia Gu, Zhicheng Li, 2012, 2012 5th International Conference on BioMedical Engineering and Informatics.

A Unifying MAP-MRF Framework for Deriving New Point Similarity Measures for Intensity-based 2D-3D Registration

Guoyan Zheng, Xuan Zhang, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Automated Vertebra Identification from X-Ray Images

Guoyan Zheng, Xiao Dong, Guoyan Zheng, 2010, ICIAR.

Annotated T2-weighted MR images of the Lower Spine

Chengwen Chu, Guoyan Zheng, Gabriele Armbrecht, 2015 .

PRECISE POSE RECOVERY OF DISTAL LOCKING HOLES FROM SINGLE CALIBRATED FLUOROSCOPIC IMAGE VIA A NOVEL VARIABLE DECOMPOSITION APPROACH

Guoyan Zheng, Xuan Zhang, Guoyan Zheng, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

2D-3D regularized deformable b-spline registration: Application to the proximal femur

Guoyan Zheng, Weimin Yu, Guoyan Zheng, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

A class of novel point similarity measures based on MAP-MRF framework for 2D-3D registration of X-ray fluoroscopy to CT images

Guoyan Zheng, Xuan Zhang, Lutz-Peter Nolte, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Application of Image Processing Techniques in Molecular Imaging of Cancer

Guoyan Zheng, Silun Wang, Ziyue Xu, 2017, Contrast media & molecular imaging.

A CT-Free Intraoperative Planning and Navigation System for High Tibial Dome Osteotomy

Guoyan Zheng, Lutz-Peter Nolte, Paul Alfred Grützner, 2004, MICCAI.

ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation pdf

Guoyan Zheng, Moritz Tannast, Guodong Zeng, 2020, ArXiv.

Non-photorealistic rendering of virtual implant models for computer-assisted fluoroscopy-based surgical procedures

Guoyan Zheng, Guoyan Zheng, 2007, SPIE Medical Imaging.

Deep Learning based Segmentation of Lumbar Vertebrae from CT Images

Guoyan Zheng, Rens Janssens, 2018 .

MRI-based 3D Models of the Pelvis Can Replace CT-based 3D Models for Range-of-Motion Analysis in Femoroacetabular Impingement

Guoyan Zheng, Florian Schmaranzer, C. Degonda, 2019, Seminars in Musculoskeletal Radiology.

Does deep learning approaches outperform atlas-guided attenuation correction in brain PET/MRI?

Guoyan Zheng, Habib Zaidi, Guodong Zeng, 2019 .

Statistical deformable bone models for robust 3D surface extrapolation from sparse data

Guoyan Zheng, Martin Styner, Lutz-Peter Nolte, 2007, Medical Image Anal..

Calibration of X-ray radiographs and its feasible application for 2D/3D reconstruction of the proximal femur

Guoyan Zheng, Lutz-Peter Nolte, Steffen Schumann, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Statistical shape model based anterior pelvic plane determination: a feasibility study

Guoyan Zheng, Stefan Weber, Lutz-P. Nolte, 2009 .

Hip2Norm: An object-oriented cross-platform program for 3D analysis of hip joint morphology using 2D pelvic radiographs

Guoyan Zheng, Frank Langlotz, Moritz Tannast, 2007, Comput. Methods Programs Biomed..

Fully automatic reconstruction of personalized 3D volumes of the proximal femur from 2D X-ray images

Chengwen Chu, Guoyan Zheng, Weimin Yu, 2016, International Journal of Computer Assisted Radiology and Surgery.

AUGMENTED MARKER TRACKING FOR PERIACETABULAR OSTEOTOMY SURGERY: A CADAVER STUDY

Guoyan Zheng, Moritz Tannast, Silvio Pflugi, 2017 .

Advanced Technologies in Navigation

Guoyan Zheng, F. Langlotz, L. P. Nolte, 2007 .

Guoyan Zheng, Michael Unser, Xuan Zhang, 2006, WBIR.

Preoperative Planning of Periacetabular Osteotomy (PAO)

Guoyan Zheng, Li Liu, Klaus A. Siebenrock, 2016 .

Fully Automatic Determination of Morphological Parameters of Proximal Femur from Calibrated Fluoroscopic Images Through Particle Filtering

Guoyan Zheng, Xiao Dong, 2006, ICIAR.

Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images

Guoyan Zheng, Xiangrong Zhou, Hiroshi Fujita, 2018, MSKI@MICCAI.

Deep Volumetric Shape Learning for Semantic Segmentation of the Hip Joint from 3D MR Images

Guoyan Zheng, Guodong Zeng, 2018, MSKI@MICCAI.

Reconstruction of Patient-Specific 3D Bone Surface from 2D Calibrated Fluoroscopic Images and Point Distribution Model

Guoyan Zheng, Martin Styner, Lutz-Peter Nolte, 2006, MICCAI.

Automatic X-ray landmark detection and shape segmentation via data-driven joint estimation of image displacements

Guoyan Zheng, Jochen Franke, Cheng Chen, 2014, Medical Image Anal..

Fully Automatic X-Ray Image Segmentation via Joint Estimation of Image Displacements

Guoyan Zheng, Jochen Franke, Cheng Chen, 2013, MICCAI.

Automatic Extraction of Proximal Femur Contours from Calibrated X-Ray Images Using 3D Statistical Models

Guoyan Zheng, Xiao Dong, 2008, MIAR.

Atlas-Based 3D Intensity Volume Reconstruction of Musculoskeletal Structures in the Lower Extremity from 2D Calibrated X-Ray Images

Guoyan Zheng, Weimin Yu, 2017, BIVPCS/POCUS@MICCAI.

Computer Assisted Planning and Navigation of Periacetabular Osteotomy with Range of Motion Optimization

Li Liu, Guoyan Zheng, Lutz-Peter Nolte, 2014, MICCAI.

Personalized x-ray reconstruction of the proximal femur via a non-rigid 2D-3D registration

Guoyan Zheng, Weimin Yu, Philippe Zysset, 2015, Medical Imaging.

Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge

Chengwen Chu, Guoyan Zheng, Ghassan Hamarneh, 2015, IEEE Transactions on Medical Imaging.

Statistical shape modeling of compound musculoskeletal structures around the thigh region

Chengwen Chu, Guoyan Zheng, Takeshi Ogawa, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Fully automatic segmentation of AP pelvis X-rays via random forest regression with efficient feature selection and hierarchical sparse shape composition

Guoyan Zheng, Cheng Chen, Guoyan Zheng, 2014, Comput. Vis. Image Underst..

Evaluation of CT-MR Image Registration Methodologies for 3D Preoperative Planning of Forearm Surgeries.

Guoyan Zheng, Nicolas Gerber, Philipp Fürnstahl, 2020, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs

Guoyan Zheng, Jan Sijbers, Jeroen Van Houtte, 2019, 2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA).

A Novel Parameter Decomposition Approach for Recovering Poses of Distal Locking Holes from Single Calibrated Fluoroscopic Image

Guoyan Zheng, Xuan Zhang, 2007, SCIA.

Determination of Pelvic Orientation from Ultrasound Images Using Patch-SSMs and a Hierarchical Speed of Sound Compensation Strategy

Guoyan Zheng, Marc Puls, Steffen Schumann, 2010, IPCAI.

Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition

Guoyan Zheng, Cheng Chen, Guoyan Zheng, 2013, CAIP.

Compensation of Sound Speed Deviations in 3-D B-Mode Ultrasound for Intraoperative Determination of the Anterior Pelvic Plane

Guoyan Zheng, Lutz-Peter Nolte, Steffen Schumann, 2012, IEEE Transactions on Information Technology in Biomedicine.

Latent3DU-net: Multi-level Latent Shape Space Constrained 3D U-net for Automatic Segmentation of the Proximal Femur from Radial MRI of the Hip

Guoyan Zheng, Qian Wang, Moritz Tannast, 2018, MLMI@MICCAI.

A Hierarchical Strategy for Reconstruction of 3D Acetabular Surface Models from 2D Calibrated X-Ray Images

Guoyan Zheng, Lutz-Peter Nolte, Steffen Schumann, 2012, IPCAI.

Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications

Dinggang Shen, Guoyan Zheng, Hiroshi Fujita, 2018, International Journal of Computer Assisted Radiology and Surgery.

Gaussian mixture models based 2D–3D registration of bone shapes for orthopedic surgery planning

Guoyan Zheng, Giancarlo Ferrigno, Elena De Momi, 2016, Medical & Biological Engineering & Computing.

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

Guoyan Zheng, Xuan Zhang, Moritz Tannast, 2009, Comput. Methods Programs Biomed..

Assessing the Accuracy Factors in the Determination of Postoperative Acetabular Cup Orientation Using Hybrid 2D–3D Registration

Guoyan Zheng, Guoyan Zheng, 2010, Journal of Digital Imaging.

Patient-Specific 3D Reconstruction of a Complete Lower Extremity from 2D X-rays

Guoyan Zheng, Branislav Jaramaz, Lutz-Peter Nolte, 2016, MIAR.

Scaled, patient-specific 3D vertebral model reconstruction based on 2D lateral fluoroscopy

Guoyan Zheng, Lutz-Peter Nolte, Stephen Ferguson, 2011, International Journal of Computer Assisted Radiology and Surgery.

An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images

Guoyan Zheng, Michael Unser, Lutz-Peter Nolte, 2006, Int. J. Biomed. Imaging.

Statistical Deformable Model-Based Reconstruction of a Patient-Specific Surface Model from Single Standard X-ray Radiograph

Guoyan Zheng, Guoyan Zheng, 2009, CAIP.

An Integrated Approach for Reconstructing Surface Models of the Proximal Femur from Sparse Input Data for Surgical Navigation

Guoyan Zheng, Miguel Ángel González Ballester, Guoyan Zheng, 2007, HCI.

Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration

Guoyan Zheng, Jérôme Schmid, Moritz Tannast, 2018, International Journal of Computer Assisted Radiology and Surgery.

Computerized fluoroscopy with zero-dose image updates for minimally invasive femoral diaphyseal fracture reduction

Guoyan Zheng, Xiao Dong, Guoyan Zheng, 2006, SPIE Medical Imaging.

A System for 3-D Reconstruction of A Patient-Specific Surface Model from Calibrated X-ray Images

Guoyan Zheng, S. Schumann, 2009, MMVR.

Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mixup

Guoyan Zheng, Tamás Fekete, Daniel Haschtmann, 2018, CSI@MICCAI.

Automatic extraction of femur contours from calibrated x-ray images: A Bayesian inference approach

Guoyan Zheng, Xiao Dong, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Fully Automatic Planning of Total Shoulder Arthroplasty Without Segmentation: A Deep Learning Based Approach

Guoyan Zheng, Philipp Fürnstahl, Lazaros Vlachopoulos, 2018, MSKI@MICCAI.

Crowd Counting with Deep Negative Correlation Learning

Guoyan Zheng, Yun Liu, Le Zhang, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Automatic Extraction of Femur Contours from Calibrated Fluoroscopic Images

Guoyan Zheng, Miguel Ángel González Ballester, Xiao Dong, 2007, 2007 IEEE Workshop on Applications of Computer Vision (WACV '07).

ECM versus ICP for point registration

Guoyan Zheng, Lutz-Peter Nolte, Weiguo Xie, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Fully Automatic Localization and Segmentation of Intervertebral Disc from 3D Multi-modality MR Images by Regression Forest and CNN

Li Liu, Guoyan Zheng, Dong Ni, 2016, CSI@MICCAI.

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

Guoyan Zheng, Steffen Schumann, Thomas Feilkas, 2009, Medical Image Anal..

Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model

Guoyan Zheng, Weimin Yu, Moritz Tannast, 2017, Pattern Recognit..

Automatic Extraction of Femur Contours from Calibrated X-Ray Images using Statistical Information

Guoyan Zheng, Miguel Ángel González Ballester, Xiao Dong, 2007, J. Multim..

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge

Guang Yang, Guoyan Zheng, Jean-Yves Ramel, 2019, Medical Image Anal..

Graphical Model-Based Vertebra Identification from X-Ray Image(s)

Guoyan Zheng, Xiao Dong, 2015 .

Deep Learning-Based Automatic Segmentation of the Proximal Femur from MR Images.

Guoyan Zheng, Guodong Zeng, Guoyan Zheng, 2018, Advances in experimental medicine and biology.

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, Guoyan Zheng, 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

Validation of a statistical shape model-based 2D/3D reconstruction method for determination of cup orientation after THA

Guoyan Zheng, Jochen Franke, Lutz-Peter Nolte, 2012, International Journal of Computer Assisted Radiology and Surgery.

Atlas-Based Reconstruction of 3D Volumes of a Lower Extremity from 2D Calibrated X-ray Images

Guoyan Zheng, Weimin Yu, 2016, MIAR.

Automatic Mutual Nonrigid Registration of Dense Surfaces by Graphical Model Based Inference

Guoyan Zheng, Xiao Dong, 2008, SSPR/SPR.

MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images

Chengwen Chu, Junjie Bai, Xiaodong Wu, 2015, Medical Image Anal..

Determination of pelvic orientation from sparse ultrasound data for THA operated in the lateral position

Guoyan Zheng, Steffen Schumann, Lutz-P Nolte, 2012, The international journal of medical robotics + computer assisted surgery : MRCAS.

Multi-object Model-Based Multi-atlas Segmentation Constrained Grid Cut for Automatic Segmentation of Lumbar Vertebrae from CT Images.

Guoyan Zheng, Shaoxiang Zhang, Weimin Yu, 2018, Advances in experimental medicine and biology.

Automatic Localization of the Lumbar Vertebral Landmarks in CT Images with Context Features

Guoyan Zheng, Ben Glocker, Dimitrios Damopoulos, 2017, MSKI@MICCAI.

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, 2008 19th International Conference on Pattern Recognition.

Unsupervised Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated Fluoroscopic Images

Guoyan Zheng, Miguel Ángel González Ballester, Xiao Dong, 2007, MICCAI.

Automatic MRI-based 3D Models of Hip Cartilage Using a 3D U-net-like Fully Convolutional Network for Improved Morphologic and Biochemical Analysis

Guoyan Zheng, Moritz Tannast, Guodong Zeng, 2019 .

PS-GANS: A Patient-Specific, Gravity Assisted Navigation System for Acetabular Cup Placement

Guoyan Zheng, Lutz-Peter Nolte, Santiago Echeverri, 2011, IPCAI.

Fully Automatic CT Segmentation for Computer-Assisted Pre-operative Planning of Hip Arthroscopy

Chengwen Chu, Guoyan Zheng, Cheng Chen, 2014, CARE@MICCAI.

Novel adversarial semantic structure deep learning for MRI-guided attenuation correction in brain PET/MRI

Guoyan Zheng, Habib Zaidi, Hossein Arabi, 2019, European Journal of Nuclear Medicine and Molecular Imaging.

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

Gang Li, Dinggang Shen, Guoyan Zheng, 2019, IEEE Transactions on Medical Imaging.

A software program to measure the three-dimensional length of the spine from radiographic images: Validation and reliability assessment for adolescent idiopathic scoliosis

Guoyan Zheng, Steffen Schumann, Philippe Büchler, 2017, Comput. Methods Programs Biomed..

Reconstruction of Patient-Specific 3D Bone Model from Biplanar X-Ray Images and Point Distribution Models

Guoyan Zheng, Guoyan Zheng, 2006, 2006 International Conference on Image Processing.

Calibration of a surgical microscope with automated zoom lenses using an active optical tracker

Guoyan Zheng, Marco Caversaccio, Jaime García, 2008, The international journal of medical robotics + computer assisted surgery : MRCAS.

Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images pdf

Guoyan Zheng, Guodong Zeng, Guoyan Zheng, 2018, ArXiv.

Statistical model-based segmentation of the proximal femur in digital antero-posterior (AP) pelvic radiographs

Guoyan Zheng, Jochen Franke, Cheng Chen, 2014, International Journal of Computer Assisted Radiology and Surgery.

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, Lutz-Peter Nolte, Kumar T. Rajamani, 2006, ACCV.

Automatic extraction of proximal femur contours from calibrated X‐ray images using 3D statistical models: an in vitro study

Guoyan Zheng, Xiao Dong, Guoyan Zheng, 2009, The international journal of medical robotics + computer assisted surgery : MRCAS.

Expectation Conditional Maximization-Based Deformable Shape Registration

Guoyan Zheng, 2013, CAIP.

3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification

Guoyan Zheng, Cheng Chen, Daniel Belavy, 2014, MLMI.

Automated Intervertebral Disc Detection from Low Resolution, Sparse MRI Images for the Planning of Scan Geometries

Guoyan Zheng, Yasuo Sakurai, Mauricio Reyes, 2010, MLMI.

Fully automatic segmentation of lumbar vertebrae from CT images using cascaded 3D fully convolutional networks

Guoyan Zheng, Guodong Zeng, Rens Janssens, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

An Accuracy Approach to Robotic Microsurgery in the Ear

Guoyan Zheng, Marco Caversaccio, Lutz-Peter Nolte, 2010, CURAC.

Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework

Chengwen Chu, Guoyan Zheng, Shuo Li, 2015, CSI@MICCAI.

A Computational Framework for Automatic Determination of Morphological Parameters of Proximal Femur from Intraoperative Fluoroscopic Images

Guoyan Zheng, Xiao Dong, Guoyan Zheng, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Computational Methods and Clinical Applications in Musculoskeletal Imaging

Guoyan Zheng, Jianhua Yao, Tomaž Vrtovec, 2018, Lecture Notes in Computer Science.

Precise Estimation of Postoperative Cup Alignment from Single Standard X-Ray Radiograph with Gonadal Shielding

Guoyan Zheng, Xuan Zhang, Moritz Tannast, 2007, MICCAI.

Development of a miniature robot for hearing aid implantation

Guoyan Zheng, Marco Caversaccio, Lutz-Peter Nolte, 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Reconstruction of surfaces from contour data based on recursive medial axis of morphology-difference image and marching contour algorithm

Guoyan Zheng, Shuxiang Li, Jingdong Yan, 1998, Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286).

Instrument tracking in endoscope images using binary ID based markers: initial results

Guoyan Zheng, Lp Nolte, R Thoranaghatte, 2008 .

Assessing Spline-Based Multi-resolution 2D-3D Image Registration for Practical Use in Surgical Guidance

Guoyan Zheng, Xuan Zhang, Lutz-Peter Nolte, 2004, MIAR.

Unifying Energy Minimization and Mutual Information Maximization for Robust 2D/3D Registration of X-Ray and CT Images

Guoyan Zheng, 2007, DAGM-Symposium.

Automatic Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated X-Ray Images Via Bayesian Filters

Guoyan Zheng, Xiao Dong, Guoyan Zheng, 2007, ICIC.

Construction of a statistical shape model of lumbar vertebrae and its application in reconstructing a 3D model from a single lateral fluoroscopic image

Guoyan Zheng, L.-P. Nolte, S. J. Ferguson, 2010 .

An Integrated Approach for Reconstructing a Surface Model of the Proximal Femur from Sparse Input Data and a Multi-Level Point Distribution Model

Guoyan Zheng, Miguel Ángel González Ballester, Guoyan Zheng, 2008, ISBMS.

A multi-criteria decision support for optimal instrumentation in scoliosis spine surgery

Guoyan Zheng, Daniel Studer, Philippe Büchler, 2012 .

Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images

Guang Yang, Guoyan Zheng, Lei Li, 2018, MICCAI.

Hybrid calibration of an augmented reality surgical microscope

Guoyan Zheng, Marco Caversaccio, Ramesh U. Thoranaghatte, 2008 .

Personalized X-ray Reconstruction of the Proximal Femur via a New Control Point-based 2D-3D Registration and Residual Complexity Minimization

Guoyan Zheng, Weimin Yu, 2014, VCBM.

Hardware accelerated ray cast of volume data and volume gradient for an optimized splines-based multi-resolution 2D-3D registration

Guoyan Zheng, Xuan Zhang, 2007, SPIE Medical Imaging.

Automated Detection and Segmentation of Diaphyseal Bone Fragments From Registered C-Arm Images for Long Bone Fracture Reduction

Guoyan Zheng, Xuan Zhang, L.-P. Nolte, 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

Localization and Segmentation of 3D Intervertebral Discs in MR Images by Data Driven Estimation

Chengwen Chu, Guoyan Zheng, Cheng Chen, 2015, IEEE Transactions on Medical Imaging.

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, Guoyan Zheng, 2007, ACIVS.

Robust Proximal Femur Segmentation in Conventional X-Ray Images via Random Forest Regression on Multi-resolution Gradient Features

Guoyan Zheng, Cheng Chen, Guoyan Zheng, 2013, ICIAR.

Non-rigid Free-Form 2D-3D Registration Using Statistical Deformation Model

Guoyan Zheng, Weimin Yu, 2015, MLMI.

Constrained Statistical Modelling of Knee Flexion From Multi-Pose Magnetic Resonance Imaging

Guoyan Zheng, Su-Lin Lee, Guang-Zhong Yang, 2016, IEEE Transactions on Medical Imaging.

Automatic Pose Recovery of the Distal Locking Holes from Single Calibrated Fluoroscopic Image for Computer-Assisted Intramedullary Nailing of Femoral Shaft Fractures

Guoyan Zheng, Xuan Zhang, Lutz-Peter Nolte, 2006, MIAR.

Computer-Aided Orthopaedic Surgery: State-of-the-Art and Future Perspectives.

Guoyan Zheng, Lutz-P Nolte, Guoyan Zheng, 2018, Advances in experimental medicine and biology.

ULTRASOUND BASED APP DETERMINATION FOR COMPUTER-ASSISTED THAS OPERATED IN LATERAL APPROACH

Guoyan Zheng, L. P. Nolte, S. Schumann, 2012 .

3X-Knee: A Novel Technology for 3D Preoperative Planning and Postoperative Evaluation of TKA Based on 2D X-Rays.

Guoyan Zheng, Benedikt Thelen, Alper Alcoltekin, 2018, Advances in experimental medicine and biology.

Improving System Accuracy in Computer Aided Robotic ORL Surgery

Guoyan Zheng, Marco Caversaccio, Lutz-Peter Nolte, 2010 .

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

Guoyan Zheng, Steffen Schumann, Miguel Ángel González Ballester, 2009, International Journal of Computer Assisted Radiology and Surgery.

Determining Geometrical Parameters by Particle Filter for Automatic Reconstruction of Surface Model of Proximal Femur from Biplanar Calibrated Fluoroscopic Images

Guoyan Zheng, Xiao Dong, Guoyan Zheng, 2006, 2006 9th International Conference on Control, Automation, Robotics and Vision.

Finding Deformable Shapes by Point Set Matching Through Nonparametric Belief Propagation

Guoyan Zheng, Xiao Dong, 2006, MIAR.

Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge

Guoyan Zheng, Shuo Li, Guodong Zeng, 2018, CSI@MICCAI.

Finding Deformable Shapes by Correspondence-Free Instantiation and Registration of Statistical Shape Models

Guoyan Zheng, Jochen Franke, Lutz-Peter Nolte, 2012, MLMI.

A robust and accurate approach for reconstruction of patient-specific 3D bone models from sparse point sets

Guoyan Zheng, 2007, SPIE Medical Imaging.

Multi‐atlas pancreas segmentation: Atlas selection based on vessel structure

Chengwen Chu, Guoyan Zheng, Daniel Rueckert, 2017, Medical Image Anal..

Gravity-Assisted Navigation System for Total Hip Arthroplasty.

Guoyan Zheng, Guoyan Zheng, 2018, Advances in experimental medicine and biology.

Patch-SSM based APP reconstruction from ultrasound images

Guoyan Zheng, Steffen Schumann, K. A. Siebenrock, 2010 .

Disentangled Representation Learning For Deep MR To CT Synthesis Using Unpaired Data

Guoyan Zheng, Runze Wang, 2021, ICIP 2021.

Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems

Guoyan Zheng, Daoqiang Zhang, Wenbing Zhao, 2021, IEEE J. Biomed. Health Informatics.

Frequency-Supervised MR-to-CT Image Synthesis

Guoyan Zheng, Cees Snoek, Pascal Mettes, 2021, DGM4MICCAI/DALI@MICCAI.

DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model

Guoyan Zheng, Zihao Chen, Jeroen Van Houtte, 2021, 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI).

2D/3D Registration with a Statistical Deformation Model Prior Using Deep Learning

Guoyan Zheng, Jan Sijbers, Jeroen Van Houtte, 2021, 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI).

Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with Transformers

Guoyan Zheng, Rong Tao, 2021, MICCAI.

Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency Regularization

Guoyan Zheng, Runze Wang, Guoyan Zheng, 2021, MLMI@MICCAI.

Kernel Regularized Bone Surface Reconstruction from Partial Data Using Statistical Shape Model

Guoyan Zheng, Xiao Dong, Guoyan Zheng, 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

Is the acetabular cup orientation after total hip arthroplasty on a two dimension or three dimension model accurate?

Guoyan Zheng, Joachim Grifka, Tobias Renkawitz, 2014, International Orthopaedics.

Computer-assisted LISS plate osteosynthesis of proximal tibia fractures: Feasibility study and first clinical results

Guoyan Zheng, Frank Langlotz, Christina Keil, 2005, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

Deeply Supervised Multi-Scale Fully Convolutional Networks for Segmentation of White Matter Hyperintensities

Guoyan Zheng, Guodong Zeng, 2017 .

3D Shape Landmark Correspondence by Minimum Description Length and Local Linear Regularization

Guoyan Zheng, Giancarlo Ferrigno, E. De Momi, 2014 .

Computer aided reduction and imaging.

Guoyan Zheng, Frank Langlotz, Tobias Hüfner, 2004, Injury.

Computational Methods and Clinical Applications for Spine Imaging

Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, 2016, Lecture Notes in Computer Science.

Augmented reality endoscopic system (ARES): preliminary results.

Guoyan Zheng, Marco Caversaccio, Lutz-Peter Nolte, 2008, Rhinology.

Robust automatic detection and removal of fiducial projections in fluoroscopy images: An integrated solution

Guoyan Zheng, Guoyan Zheng, Xuan Zhang, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Comparison of 2.5D and 3D Quantification of Femoral Head Coverage in Normal Control Subjects and Patients with Hip Dysplasia

Guoyan Zheng, Weimin Yu, Guoyan Zheng, 2015, PloS one.

Landmark based augmented reality endoscope system for sinus and skull-base surgeries

Guoyan Zheng, Ramesh U. Thoranaghatte, Jaime Garcia Giraldez, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Accurate and reliable pose recovery of distal locking holes in computer-assisted intra-medullary nailing of femoral shaft fractures: A preliminary study

Guoyan Zheng, Frank Langlotz, Philippe Gédet, 2007, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

Statistically Deformable 2D/3D Registration for Estimating Post-operative Cup Orientation from a Single Standard AP X-ray Radiograph

Guoyan Zheng, Guoyan Zheng, 2010, Annals of Biomedical Engineering.

Implementation, accuracy evaluation, and preliminary clinical trial of a CT-free navigation system for high tibial opening wedge osteotomy

Guoyan Zheng, Lutz-Peter Nolte, Peter Keppler, 2005, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

Evaluation of Constant Thickness Cartilage Models vs. Patient Specific Cartilage Models for an Optimized Computer-Assisted Planning of Periacetabular Osteotomy

Guoyan Zheng, Steffen Schumann, Klaus-Arno Siebenrock, 2016, PloS one.

Effect of Pelvic Tilt and Rotation on Cup Orientation in Both Supine and Standing Positions.

Guoyan Zheng, Guoyan Zheng, S. Murphy, 2017, The Journal of arthroplasty.

X-ray image calibration and its application to clinical orthopedics.

Guoyan Zheng, Steffen Schumann, Philippe Büchler, 2014, Medical engineering & physics.

Computer aided high tibial open wedge osteotomy.

Guoyan Zheng, Lutz-Peter Nolte, Tobias Hüfner, 2004, Injury.

Assessment of spline‐based 2D–3D registration for image‐guided spine surgery

Guoyan Zheng, Frank Langlotz, Lutz-Peter Nolte, 2006, Minimally invasive therapy & allied technologies : MITAT : official journal of the Society for Minimally Invasive Therapy.

An Integrated System for 3D Hip Joint Reconstruction from 2D X-rays: A Preliminary Validation Study

Guoyan Zheng, Steffen Schumann, Moritz Tannast, 2013, Annals of Biomedical Engineering.

Image-based hip navigation.

Guoyan Zheng, Ulrich Langlotz, Paul A Grützner, 2003, International orthopaedics.

Statistical Shape and Deformation Models Based 2D–3D Reconstruction

Guoyan Zheng, Weimin Yu, Guoyan Zheng, 2017 .

Automated 3D Lumbar Intervertebral Disc Segmentation from MRI Data Sets

Guoyan Zheng, Xiao Dong, 2016 .

2D-3D Reconstruction-Based Planning of Total Hip Arthroplasty

Guoyan Zheng, Lutz-Peter Nolte, Steffen Schumann, 2016 .

Periacetabular osteotomy through the pararectus approach: technical feasibility and control of fragment mobility by a validated surgical navigation system in a cadaver experiment

Guoyan Zheng, Johannes Dominik Bastian, Guoyan Zheng, 2016, International Orthopaedics.

Effect of pelvic tilt and rotation on cup orientation in standing anteroposterior radiographs

Guoyan Zheng, Ho Hyun Yun, Guoyan Zheng, 2020, Hip international : the journal of clinical and experimental research on hip pathology and therapy.

MRI-based 3D models of the hip joint enables radiation-free computer-assisted planning of periacetabular osteotomy for treatment of hip dysplasia using deep learning for automatic segmentation

Guoyan Zheng, Nicolas Gerber, Moritz Tannast, 2020, European journal of radiology open.

C-arm based navigation in total hip arthroplasty-background and clinical experience.

Guoyan Zheng, Ulrich Langlotz, Paul A Grützner, 2004, Injury.

Reconstruction of 3D Vertebral Models from a Single 2D Lateral Fluoroscopic Image

Guoyan Zheng, Lutz P. Nolte, 2015 .

Fully Automatic Localization and Segmentation of 3D Vertebral Bodies from CT/MR Images via a Learning-Based Method

Chengwen Chu, Guoyan Zheng, Gabriele Armbrecht, 2015, PloS one.

Computer-Assisted Orthopedic Surgery: Current State and Future Perspective

Guoyan Zheng, Guoyan Zheng, L. Nolte, 2015, Front. Surg..

i) Registration techniques for computer navigation

Guoyan Zheng, Marco Caversaccio, Lutz-Peter Nolte, 2007 .

Computer Assisted Planning of Periacetabular Osteotomy with Biomechanical Optimization: Constant Thickness Cartilage Models vs. Patient-Specific Cartilage Models

Guoyan Zheng, Steffen Schumann, Timo M. Ecker, 2016 .

Landmark‐based augmented reality system for paranasal and transnasal endoscopic surgeries

Guoyan Zheng, Marco Caversaccio, R. Thoranaghatte, 2009, The international journal of medical robotics + computer assisted surgery : MRCAS.

Multi-stream 3D FCN with multi-scale deep supervision for multi-modality isointense infant brain MR image segmentation

Guoyan Zheng, Guodong Zeng, Guoyan Zheng, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

3 D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multimodality MR Images

Guoyan Zheng, Chi-Wing Fu, Pheng-Ann Heng, 2018 .

Computer-Assisted Osteosynthesis of Long Bone Fractures

Guoyan Zheng, Guoyan Zheng, L. Nolte, 2004 .