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2020 – today
- 2024
[j75]Xiaoru Gao, Woquan Zhong, Runze Wang, Alexander F. Heimann
, Moritz Tannast, Guoyan Zheng:
MAIRNet: weakly supervised anatomy-aware multimodal articulated image registration network. Int. J. Comput. Assist. Radiol. Surg. 19(3): 507-517 (2024)- [j74]Rong Tao, Xiaoyang Zou, Xiaoru Gao, Xinhua Li, Zhiyu Wang, Xin Zhao, Guoyan Zheng, Donghua Hang:
Incremental regression of localization context for automatic segmentation of ossified ligamentum flavum from CT data. Int. J. Comput. Assist. Radiol. Surg. 19(9): 1723-1731 (2024) - [j73]Xiaoru Gao, Guoyan Zheng:
SMILE: Siamese Multi-scale Interactive-representation LEarning for Hierarchical Diffeomorphic Deformable image registration. Comput. Medical Imaging Graph. 111: 102322 (2024) - [j72]Runze Wang, Guoyan Zheng:
PFMNet: Prototype-based feature mapping network for few-shot domain adaptation in medical image segmentation. Comput. Medical Imaging Graph. 116: 102406 (2024) - [j71]Runze Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng:
CycleSGAN: A cycle-consistent and semantics-preserving generative adversarial network for unpaired MR-to-CT image synthesis. Comput. Medical Imaging Graph. 117: 102431 (2024) - [j70]Haoyan Ding, Wenyuan Sun, Guoyan Zheng:
Robot-Assisted Augmented Reality (AR)-Guided Surgical Navigation for Periacetabular Osteotomy. Sensors 24(14): 4754 (2024) - [j69]Yimin Luo, Qinyu Yang, Ziyi Liu, Zenglin Shi, Weimin Huang, Guoyan Zheng, Jun Cheng:
Target-Guided Diffusion Models for Unpaired Cross-Modality Medical Image Translation. IEEE J. Biomed. Health Informatics 28(7): 4062-4071 (2024) - [c125]Jiale Guan, Xiaoyang Zou, Rong Tao, Guoyan Zheng:
Label-Guided Teacher for Surgical Phase Recognition via Knowledge Distillation. MICCAI (6) 2024: 349-358 - [i19]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:
CathAction: A Benchmark for Endovascular Intervention Understanding. CoRR abs/2408.13126 (2024) - [i18]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:
PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery. CoRR abs/2409.01184 (2024) - [i17]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:
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation. CoRR abs/2410.10097 (2024) - 2023
- [j68]Wenyuan Sun, Yuyun Zhao, Jihao Liu, Guoyan Zheng:
LatentPCN: latent space-constrained point cloud network for reconstruction of 3D patient-specific bone surface models from calibrated biplanar X-ray images. Int. J. Comput. Assist. Radiol. Surg. 18(6): 989-999 (2023) - [j67]Peng Liu, Guoyan Zheng:
CVCL: Context-aware Voxel-wise Contrastive Learning for label-efficient multi-organ segmentation. Comput. Biol. Medicine 160: 106995 (2023) - [j66]Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao, Guoyan Zheng:
ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1012-1018 (2023) - [j65]Junyang Wu, Xiaoyang Zou, Rong Tao, Guoyan Zheng:
Nonlinear regression of remaining surgery duration from videos via Bayesian LSTM-based deep negative correlation learning. Comput. Medical Imaging Graph. 110: 102314 (2023) - [j64]Runze Wang, Qin Zhou, Guoyan Zheng:
EDRL: Entropy-guided disentangled representation learning for unsupervised domain adaptation in semantic segmentation. Comput. Methods Programs Biomed. 240: 107729 (2023) - [j63]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:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 86: 102803 (2023) - [j62]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. Medical Image Anal. 89: 102888 (2023) - [j61]Rong Tao, Xiaoyang Zou, Guoyan Zheng:
LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection. IEEE Trans. Medical Imaging 42(11): 3256-3268 (2023) - [c124]Qin Zhou, Peng Liu, Guoyan Zheng:
Context-Aware Cutmix is All You Need for Universal Organ and Cancer Segmentation. FLARE@MICCAI 2023: 28-40 - [c123]Jiale Wang, Alexander F. Heimann, Moritz Tannast, Guoyan Zheng:
CT-Guided, Unsupervised Super-Resolution Reconstruction of Single 3D Magnetic Resonance Image. MICCAI (1) 2023: 497-507 - [c122]Qin Zhou, Guoyan Zheng:
FedContrast-GPA: Heterogeneous Federated Optimization via Local Contrastive Learning and Global Process-Aware Aggregation. MICCAI (2) 2023: 660-670 - [c121]Qin Zhou, Peng Liu, Guoyan Zheng:
Partially Supervised Multi-organ Segmentation via Affinity-Aware Consistency Learning and Cross Site Feature Alignment. MICCAI (2) 2023: 671-680 - [i16]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. CoRR abs/2302.06294 (2023) - [i15]Peng Liu, Guoyan Zheng:
C3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation. CoRR abs/2306.08275 (2023) - 2022
- [j60]Peng Liu, Miao Zhang, Xiaoru Gao, Biao Li, Guoyan Zheng:
Joint Lymphoma Lesion Segmentation and Prognosis Prediction From Baseline FDG-PET Images via Multitask Convolutional Neural Networks. IEEE Access 10: 81612-81623 (2022) - [j59]Zezhong Li, Kangming Chen, Peng Liu, Xiaodong Chen, Guoyan Zheng:
Entropy and distance maps-guided segmentation of articular cartilage: data from the Osteoarthritis Initiative. Int. J. Comput. Assist. Radiol. Surg. 17(3): 553-560 (2022) - [j58]Jeroen Van Houtte, Emmanuel Albert Audenaert, Guoyan Zheng, Jan Sijbers:
Deep learning-based 2D/3D registration of an atlas to biplanar X-ray images. Int. J. Comput. Assist. Radiol. Surg. 17(7): 1333-1342 (2022) - [j57]Rong Tao, Wenyong Liu, Guoyan Zheng:
Spine-transformers: Vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers. Medical Image Anal. 75: 102258 (2022) - [j56]Runze Wang, Guoyan Zheng:
CyCMIS: Cycle-consistent Cross-domain Medical Image Segmentation via diverse image augmentation. Medical Image Anal. 76: 102328 (2022) - [j55]Qin Zhou, Runze Wang, Guodong Zeng, Heng Fan, Guoyan Zheng:
Towards bridging the distribution gap: Instance to Prototype Earth Mover's Distance for distribution alignment. Medical Image Anal. 82: 102607 (2022) - [j54]Wenyuan Sun, Jihao Liu, Yuyun Zhao, Guoyan Zheng:
A Novel Point Set Registration-Based Hand-Eye Calibration Method for Robot-Assisted Surgery. Sensors 22(21): 8446 (2022) - [j53]Jihao Liu, Wenyuan Sun, Yuyun Zhao, Guoyan Zheng:
Ultrasound Probe and Hand-Eye Calibrations for Robot-Assisted Needle Biopsy. Sensors 22(23): 9465 (2022) - [j52]Rong Tao, Shulin Zhang, Yuexia Wang, Xianqiang Mi, Jian Ma, Chengxing Shen, Guoyan Zheng:
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs. IEEE J. Biomed. Health Informatics 26(3): 1057-1067 (2022) - [j51]Peng Liu, Guoyan Zheng:
Handling Imbalanced Data: Uncertainty-Guided Virtual Adversarial Training With Batch Nuclear-Norm Optimization for Semi-Supervised Medical Image Classification. IEEE J. Biomed. Health Informatics 26(7): 2983-2994 (2022) - [c120]Xiaoru Gao, Rong Tao, Guoyan Zheng:
BIDMIR: Bi-Directional Medical Image Registration with Symmetric Attention and Cyclic Consistency Regularization. ISBI 2022: 1-5 - [c119]Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li:
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. MICCAI (8) 2022: 109-118 - [c118]Junyang Wu, Rong Tao, Guoyan Zheng:
Nonlinear Regression of Remaining Surgical Duration via Bayesian LSTM-Based Deep Negative Correlation Learning. MICCAI (8) 2022: 421-430 - [c117]Jiale Wang, Runze Wang, Rong Tao, Guoyan Zheng:
UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation Learning. MICCAI (6) 2022: 453-462 - [c116]Runze Wang, Qin Zhou, Guoyan Zheng:
Few-shot Medical Image Segmentation Regularized with Self-reference and Contrastive Learning. MICCAI (4) 2022: 514-523 - [c115]Peng Liu, Guoyan Zheng:
Context-Aware Voxel-Wise Contrastive Learning for Label Efficient Multi-organ Segmentation. MICCAI (4) 2022: 653-662 - [i14]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:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR abs/2204.04746 (2022) - [i13]Yiqun Lin, Huifeng Yao, Zezhong Li, Guoyan Zheng, Xiaomeng Li:
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation. CoRR abs/2205.03644 (2022) - [i12]Xiaoru Gao, Guoyan Zheng:
ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion. CoRR abs/2208.02642 (2022) - [i11]Kangqing Ye, Peng Liu, Qin Zhou, Guoyan Zheng:
KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation. CoRR abs/2208.05772 (2022) - [i10]Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao, Guoyan Zheng:
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos. CoRR abs/2209.01148 (2022) - 2021
- [j50]Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Nonlinear Regression via Deep Negative Correlation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(3): 982-998 (2021) - [j49]Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Correction to "Nonlinear Regression via Deep Negative Correlation Learning". IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 2172 (2021) - [j48]Yuan Gao, Yuyun Zhao, Le Xie, Guoyan Zheng:
A Projector-Based Augmented Reality Navigation System for Computer-Assisted Surgery. Sensors 21(9): 2931 (2021) - [j47]Guoyan Zheng, Daoqiang Zhang, Wenbing Zhao:
Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems. IEEE J. Biomed. Health Informatics 25(9): 3256-3257 (2021) - [c114]Xiaoru Gao, Jeroen Van Houtte, Zihao Chen, Guoyan Zheng:
DeepASDM: a Deep Learning Framework for Affine and Deformable Image Registration Incorporating a Statistical Deformation Model. BHI 2021: 1-4 - [c113]Jeroen Van Houtte, Xiaoru Gao, Jan Sijbers, Guoyan Zheng:
2D/3D Registration with a Statistical Deformation Model Prior Using Deep Learning. BHI 2021: 1-4 - [c112]Runze Wang, Guoyan Zheng:
Disentangled Representation Learning For Deep MR To CT Synthesis Using Unpaired Data. ICIP 2021: 274-278 - [c111]Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek:
Frequency-Supervised MR-to-CT Image Synthesis. DGM4MICCAI/DALI@MICCAI 2021: 3-13 - [c110]Rong Tao, Guoyan Zheng:
Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with Transformers. MICCAI (3) 2021: 93-103 - [c109]Peng Liu, Guoyan Zheng:
Semi-supervised Learning Regularized by Adversarial Perturbation and Diversity Maximization. MLMI@MICCAI 2021: 199-208 - [c108]Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber:
Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation. MICCAI (3) 2021: 201-210 - [c107]Runze Wang, Guoyan Zheng:
Unsupervised Cross-modality Cardiac Image Segmentation via Disentangled Representation Learning and Consistency Regularization. MLMI@MICCAI 2021: 517-526 - [i9]Zenglin Shi, Pascal Mettes, Guoyan Zheng, Cees Snoek:
Frequency-Supervised MR-to-CT Image Synthesis. CoRR abs/2107.08962 (2021) - 2020
- [c106]Guodong Zeng, Florian Schmaranzer, Till D. Lerch, Adam Boschung, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Young-Jo Kim, Eduardo N. Novais, Nicolas Gerber:
Entropy Guided Unsupervised Domain Adaptation for Cross-Center Hip Cartilage Segmentation from MRI. MICCAI (1) 2020: 447-456 - [e8]Yunliang Cai, Liansheng Wang, Michel A. Audette, Guoyan Zheng, Shuo Li:
Computational Methods and Clinical Applications for Spine Imaging - 6th International Workshop and Challenge, CSI@MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Lecture Notes in Computer Science 11963, Springer 2020, ISBN 978-3-030-39751-7 [contents] - [i8]Guodong Zeng, Till D. Lerch, Florian Schmaranzer, Guoyan Zheng, Jürgen Burger, Kate Gerber, Moritz Tannast, Klaus-Arno Siebenrock, Nicolas Gerber:
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation. CoRR abs/2012.12570 (2020)
2010 – 2019
- 2019
- [j46]Dimitrios Damopoulos, Till D. Lerch, Florian Schmaranzer, Moritz Tannast, Christophe Chênes, Guoyan Zheng, Jérôme Schmid:
Segmentation of the proximal femur in radial MR scans using a random forest classifier and deformable model registration. Int. J. Comput. Assist. Radiol. Surg. 14(3): 545-561 (2019) - [j45]Guodong Zeng, Guoyan Zheng:
Holistic decomposition convolution for effective semantic segmentation of medical volume images. Medical Image Anal. 57: 149-164 (2019) - [j44]Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen:
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging 38(9): 2219-2230 (2019) - [j43]Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso:
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans. Medical Imaging 38(11): 2556-2568 (2019) - [c105]Jeroen Van Houtte, Shabab Bazrafkan, Filip Vandenberghe, Guoyan Zheng, Jan Sijbers:
A Deep Learning Approach to Horse Bone Segmentation from Digitally Reconstructed Radiographs. IPTA 2019: 1-6 - [c104]Guodong Zeng, Guoyan Zheng:
3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images. MICCAI (2) 2019: 146-154 - [c103]Guodong Zeng, Guoyan Zheng:
Hybrid Generative Adversarial Networks for Deep MR to CT Synthesis Using Unpaired Data. MICCAI (4) 2019: 759-767 - [e7]Guoyan Zheng, Daniel L. Belavy, Yunliang Cai, Shuo Li:
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. Lecture Notes in Computer Science 11397, Springer 2019, ISBN 978-3-030-13735-9 [contents] - [e6]Tomaz Vrtovec, Jianhua Yao, Guoyan Zheng, José María Pozo:
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. Lecture Notes in Computer Science 11404, Springer 2019, ISBN 978-3-030-11165-6 [contents] - [i7]Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang:
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR abs/1902.07880 (2019) - [i6]Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels:
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. CoRR abs/1904.00682 (2019) - [i5]Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Robust Regression via Deep Negative Correlation Learning. CoRR abs/1908.09066 (2019) - 2018
- [j42]Silvio Pflugi, Rakesh Vasireddy, Till D. Lerch, Timo Michael Ecker, Moritz Tannast, Nane Boemke, Klaus-Arno Siebenrock, Guoyan Zheng:
Augmented marker tracking for peri-acetabular osteotomy surgery. Int. J. Comput. Assist. Radiol. Surg. 13(2): 291-304 (2018) - [j41]Guoyan Zheng, Hagen Hommel, Alper Akcoltekin, Benedikt Thelen, Jan Stifter, Geert Peersman:
A novel technology for 3D knee prosthesis planning and treatment evaluation using 2D X-ray radiographs: a clinical evaluation. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1151-1158 (2018) - [j40]Naoki Kamiya, Jing Li, Masanori Kume, Hiroshi Fujita, Dinggang Shen, Guoyan Zheng:
Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications. Int. J. Comput. Assist. Radiol. Surg. 13(11): 1697-1706 (2018) - [j39]Xiaomeng Li, Qi Dou, Hao Chen, Chi-Wing Fu, Xiaojuan Qi, Daniel L. Belavy, Gabriele Armbrecht, Dieter Felsenberg, Guoyan Zheng, Pheng-Ann Heng:
3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images. Medical Image Anal. 45: 41-54 (2018) - [c102]Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, Guoyan Zheng:
Crowd Counting With Deep Negative Correlation Learning. CVPR 2018: 5382-5390 - [c101]Weimin Yu, Wenyong Liu, Liwen Tan, Shaoxiang Zhang, Guoyan Zheng:
Affinely Registered Multi-object Atlases as Shape Prior for Grid Cut Segmentation of Lumbar Vertebrae from CT Images. ICIAR 2018: 90-95 - [c100]Guodong Zeng, Guoyan Zheng:
Multi-scale Fully Convolutional DenseNets for Automated Skin Lesion Segmentation in Dermoscopy Images. ICIAR 2018: 513-521 - [c99]Guodong Zeng, Guoyan Zheng:
Multi-stream 3D FCN with multi-scale deep supervision for multi-modality isointense infant brain MR image segmentation. ISBI 2018: 136-140 - [c98]Rens Janssens, Guodong Zeng, Guoyan Zheng:
Fully automatic segmentation of lumbar vertebrae from CT images using cascaded 3D fully convolutional networks. ISBI 2018: 893-897 - [c97]Naoki Kamiya, Masanori Kume, Guoyan Zheng, Xiangrong Zhou, Hiroki Kato, Huayue Chen, Chisako Muramatsu, Takeshi Hara, Toshiharu Miyoshi, Masayuki Matsuo, Hiroshi Fujita:
Automated Recognition of Erector Spinae Muscles and Their Skeletal Attachment Region via Deep Learning in Torso CT Images. MSKI@MICCAI 2018: 1-10 - [c96]Paul Kulyk, Lazaros Vlachopoulos, Philipp Fürnstahl, Guoyan Zheng:
Fully Automatic Planning of Total Shoulder Arthroplasty Without Segmentation: A Deep Learning Based Approach. MSKI@MICCAI 2018: 22-34 - [c95]Guodong Zeng, Guoyan Zheng:
Deep Volumetric Shape Learning for Semantic Segmentation of the Hip Joint from 3D MR Images. MSKI@MICCAI 2018: 35-48 - [c94]Dimitrios Damopoulos, Daniel Haschtmann, Tamás Fekete, Guoyan Zheng:
Automated Grading of Modic Changes Using CNNs - Improving the Performance with Mixup. CSI@MICCAI 2018: 41-52 - [c93]Guodong Zeng, Daniel L. Belavy, Shuo Li, Guoyan Zheng:
Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge. CSI@MICCAI 2018: 163-171 - [c92]Guodong Zeng, Qian Wang, Till D. Lerch, Florian Schmaranzer, Moritz Tannast, Klaus-Arno Siebenrock, Guoyan Zheng:
Latent3DU-net: Multi-level Latent Shape Space Constrained 3D U-net for Automatic Segmentation of the Proximal Femur from Radial MRI of the Hip. MLMI@MICCAI 2018: 188-196 - [c91]Annika Reinke, Matthias Eisenmann, Sinan Onogur, Marko Stankovic, Patrick Scholz, Peter M. Full, Hrvoje Bogunovic, Bennett A. Landman, Oskar Maier, Bjoern H. Menze, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Fons van der Sommen, Guoyan Zheng, Henning Müller, Michal Kozubek, Tal Arbel, Andrew P. Bradley, Pierre Jannin, Annette Kopp-Schneider, Lena Maier-Hein:
How to Exploit Weaknesses in Biomedical Challenge Design and Organization. MICCAI (4) 2018: 388-395 - [c90]Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, Guoyan Zheng:
Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for Whole Heart Segmentation from 3D MR Images. MICCAI (4) 2018: 569-577 - [e5]Ben Glocker, Jianhua Yao, Tomaz Vrtovec, Alejandro F. Frangi, Guoyan Zheng:
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. Lecture Notes in Computer Science 10734, Springer 2018, ISBN 978-3-319-74112-3 [contents] - [i4]Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider:
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR abs/1806.02051 (2018) - [i3]Guodong Zeng, Guoyan Zheng:
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images. CoRR abs/1812.09834 (2018) - 2017
- [j38]Steve Berger, Carol-Claudius Hasler, Caroline A. Grant, Guoyan Zheng, Steffen Schumann, Philippe Büchler:
A software program to measure the three-dimensional length of the spine from radiographic images: Validation and reliability assessment for adolescent idiopathic scoliosis. Comput. Methods Programs Biomed. 138: 57-64 (2017) - [j37]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:
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge. Medical Image Anal. 35: 327-344 (2017) - [j36]Kenichi Karasawa, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Chengwen Chu, Guoyan Zheng, Daniel Rueckert, Kensaku Mori:
Multi-atlas pancreas segmentation: Atlas selection based on vessel structure. Medical Image Anal. 39: 18-28 (2017) - [j35]Weimin Yu, Moritz Tannast, Guoyan Zheng:
Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model. Pattern Recognit. 63: 689-699 (2017) - [c89]Silvio Pflugi, Rakesh Vasireddy, Till D. Lerch, Timo Michael Ecker, Moritz Tannast, Nane Boemke, Klaus-Arno Siebenrock, Guoyan Zheng:
Augmented marker tracking for peri-acetabular osteotomy surgery. EMBC 2017: 937-941 - [c88]