Xiang Sean Zhou

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 22

Top Topics

Convolutional Neural Networks

Weakly Supervised

Top Venues

IEEE Trans. Medical Imaging

Publications

Lanzhuju Mei, Yu Fang, Yue Zhao, Xiang Sean Zhou, Min Zhu, Zhiming Cui, Dinggang Shen
DTR-Net: Dual-Space 3D Tooth Model Reconstruction From Panoramic X-Ray Images. IEEE Trans. Medical Imaging 43 (1) (2024)
Xiaoxian Xu, Ying Wei, Jie Zheng, Zhongxiang Ding, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Feng Shi, Dinggang Shen
Multi-Scale Supervised Contrastive Learning for Benign-Malignant Classification of Pulmonary Nodules in Chest Ct Scans. ISBI (2023)
Xibao Li, Xi Ouyang, Jiadong Zhang, Dongdong Gu, Zehong Cao, Zhongxiang Ding, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Yuyao Zhang, Feng Shi, Dinggang Shen
MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI. ISBI (2023)
Mancheng Meng, Ziyan Wu, Terrence Chen, Xiran Cai, Xiang Sean Zhou, Fan Yang, Dinggang Shen
Forecasting Human Trajectory from Scene History. CoRR (2022)
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis. IEEE Trans. Medical Imaging 40 (10) (2021)
Zhuochen Wang, Tingting Huang, Bin Xiao, Jiayu Huo, Sheng Wang, Haoxiang Jiang, Heng Liu, Fan Wu, Xiang Sean Zhou, Zhong Xue, Jian Yang, Qian Wang
Self-guided Multi-attention Network for Periventricular Leukomalacia Recognition. PRIME@MICCAI (2021)
Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis. CoRR (2021)
Qingfeng Li, Xiaodan Xing, Ying Sun, Bin Xiao, Hao Wei, Quan Huo, Minqing Zhang, Xiang Sean Zhou, Yiqiang Zhan, Zhong Xue, Feng Shi
Novel Iterative Attention Focusing Strategy for Joint Pathology Localization and Prediction of MCI Progression. MICCAI (4) (2019)
Bin Xiao, Xiaoqing Cheng, Qingfeng Li, Qian Wang, Lichi Zhang, Dongming Wei, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Guangming Lu, Feng Shi
Weakly Supervised Confidence Learning for Brain MR Image Dense Parcellation. MLMI@MICCAI (2019)
Guangrui Mu, Yanbo Chen, Dijia Wu, Yiqiang Zhan, Xiang Sean Zhou, Yaozong Gao
Relu Cascade of Feature Pyramid Networks for CT Pulmonary Nodule Detection. MLMI@MICCAI (2019)
Hao Wei, Xiangyu Tang, Minqing Zhang, Qingfeng Li, Xiaodan Xing, Xiang Sean Zhou, Zhong Xue, Wenzhen Zhu, Zailiang Chen, Feng Shi
Regression-Based Line Detection Network for Delineation of Largely Deformed Brain Midline. MICCAI (3) (2019)
Xi Ouyang, Zhong Xue, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Wang, Ying Zhou, Qian Wang, Jie-Zhi Cheng
Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray. MICCAI (6) (2019)
Xiaodan Xing, Qingfeng Li, Hao Wei, Minqing Zhang, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Feng Shi
Dynamic Spectral Graph Convolution Networks with Assistant Task Training for Early MCI Diagnosis. MICCAI (4) (2019)
Qingfeng Li, Quan Huo, Xiaodan Xing, Yiqiang Zhan, Xiang Sean Zhou, Feng Shi
Spatial and depth weighted neural network for diagnosis of Alzheimer's disease. Medical Imaging: Computer-Aided Diagnosis (2019)
Minqing Zhang, Dijia Wu, Qin Liu, Qingfeng Li, Yiqiang Zhan, Xiang Sean Zhou
Multi-Task Convolutional Neural Network for Joint Bone Age Assessment and Ossification Center Detection from Hand Radiograph. MLMI@MICCAI (2019)
Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks. MICCAI (1) (2018)
Zhennan Yan, Xiang Sean Zhou
How intelligent are convolutional neural networks? CoRR (2017)
Parmeet S. Bhatia, Fitsum A. Reda, Martin Harder, Yiqiang Zhan, Xiang Sean Zhou
Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks. Medical Imaging: Image Processing (2017)
Yunxiang Mao, Dong Zheng, Shu Liao, Zhigang Peng, Ruyi Yan, Junhua Liu, Zhongxing Dong, Liyan Gong, Xiang Sean Zhou, Yiqiang Zhan, Jun Fei
Automatic lumbar spine measurement in CT images. Medical Imaging: Computer-Aided Diagnosis (2017)
Liang Zhao, Yiqiang Zhan, Dominik Nickel, Matthias Fenchel, Berthold Kiefer, Xiang Sean Zhou
Identification of Water and Fat Images in Dixon MRI Using Aggregated Patch-Based Convolutional Neural Networks. Patch-MI@MICCAI (2016)
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans. Medical Imaging 35 (5) (2016)
Shu Liao, Yiqiang Zhan, Zhongxing Dong, Ruyi Yan, Liyan Gong, Xiang Sean Zhou, Marcos Salganicoff, Jun Fei
Automatic Lumbar Spondylolisthesis Measurement in CT Images. IEEE Trans. Medical Imaging 35 (7) (2016)
Fitsum A. Reda, Yiqiang Zhan, Xiang Sean Zhou
A Steering Engine: Learning 3-D Anatomy Orientation Using Regression Forests. MICCAI (3) (2015)
Liang Zhao, Zhigang Peng, Klaus Finkler, Anna K. Jerebko, Jason J. Corso, Xiang Sean Zhou
Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-Based Edge Detection. Patch-MI@MICCAI (2015)
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
Bodypart Recognition Using Multi-stage Deep Learning. IPMI (2015)
Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou
Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones. Medical Imaging: Image Processing (2014)
Mingchen Gao, Yiqiang Zhan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
Saliency-based rotation invariant descriptor for wrist detection in whole body CT images. ISBI (2014)
Hongda Mao, Zhigang Peng, Frank Dennerlein, Yoshihisa Shinagawa, Yiqiang Zhan, Xiang Sean Zhou
Multi-view learning based robust collimation detection in digital radiographs. Medical Imaging: Image Processing (2014)
Tao Wu, Bing Jian, Xiang Sean Zhou
Automated identification of thoracolumbar vertebrae using orthogonal matching pursuit. Mach. Vis. Appl. 24 (7) (2013)
Maneesh Dewan, Yiqiang Zhan, Gerardo Hermosillo, Bing Jian, Xiang Sean Zhou
Brain PET Attenuation Correction without CT: An Investigation. PRNI (2013)
Xiang Sean Zhou, Yiqiang Zhan, Vikas C. Raykar, Gerardo Hermosillo Valadez, Luca Bogoni, Zhigang Peng
Mining anatomical, physiological and pathological information from medical images. SIGKDD Explor. 14 (1) (2012)
Yiqiang Zhan, Maneesh Dewan, Martin Harder, Xiang Sean Zhou
Robust MR Spine Detection Using Hierarchical Learning and Local Articulated Model. MICCAI (1) (2012)
Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou
Towards robust and effective shape modeling: Sparse shape composition. Medical Image Anal. 16 (1) (2012)
Yan Zhou, Zhigang Peng, Xiang Sean Zhou
Automatic view classification for cardiac MRI. ISBI (2012)
Yimo Tao, Zhigang Peng, Arun Krishnan, Xiang Sean Zhou
Robust Learning-Based Parsing and Annotation of Medical Radiographs. IEEE Trans. Medical Imaging 30 (2) (2011)
Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou
Sparse shape composition: A new framework for shape prior modeling. CVPR (2011)
Tao Wu, Bing Jian, Xiang Sean Zhou
Automated Identification of Thoracolumbar Vertebrae Using Orthogonal Matching Pursuit. MLMI (2011)
Yiqiang Zhan, Maneesh Dewan, Martin Harder, Arun Krishnan, Xiang Sean Zhou
Robust Automatic Knee MR Slice Positioning Through Redundant and Hierarchical Anatomy Detection. IEEE Trans. Medical Imaging 30 (12) (2011)
Yiqiang Zhan, Maneesh Dewan, Xiang Sean Zhou
Auto-alignment of Knee MR Scout Scans through Redundant, Adaptive and Hierarchical Anatomy Detection. IPMI (2011)
Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou
Deformable Segmentation via Sparse Shape Representation. MICCAI (2) (2011)
Jun Ma, Le Lu, Yiqiang Zhan, Xiang Sean Zhou, Marcos Salganicoff, Arun Krishnan
Hierarchical Segmentation and Identification of Thoracic Vertebra Using Learning-Based Edge Detection and Coarse-to-Fine Deformable Model. MICCAI (1) (2010)
Xiang Sean Zhou, Zhigang Peng, Yiqiang Zhan, Maneesh Dewan, Bing Jian, Arun Krishnan, Yimo Tao, Martin Harder, Stefan Grosskopf, Ute Feuerlein
Redundancy, redundancy, redundancy: the three keys to highly robust anatomical parsing in medical images. Multimedia Information Retrieval (2010)
Yimo Tao, Zhigang Peng, Bing Jian, Jianhua Xuan, Arun Krishnan, Xiang Sean Zhou
Robust Learning-Based Annotation of Medical Radiographs. MCBR-CDS (2009)
Yimo Tao, Xiang Sean Zhou, Jinbo Bi, Anna Jerebkoa, Matthias Wolf, Marcos Salganicoff, Arun Krishnan
An adaptive knowledge-driven medical image search engine for interactive diffuse parenchymal lung disease quantification. Medical Imaging: Computer-Aided Diagnosis (2009)
Zhigang Peng, Yiqiang Zhan, Xiang Sean Zhou, Arun Krishnan
Robust anatomy detection from CT topograms. Medical Imaging: Computer-Aided Diagnosis (2009)
Yiqiang Zhan, Maneesh Dewan, Xiang Sean Zhou
Cross Modality Deformable Segmentation Using Hierarchical Clustering and Learning. MICCAI (1) (2009)
Le Lu, Jinbo Bi, Shipeng Yu, Zhigang Peng, Arun Krishnan, Xiang Sean Zhou
Hierarchical learning for tubular structure parsing in medical imaging: A study on coronary arteries using 3D CT Angiography. ICCV (2009)
Maneesh Dewan, Yiqiang Zhan, Zhigang Peng, Xiang Sean Zhou
Robust algorithms for anatomic plane primitive detection in MR. Medical Imaging: Computer-Aided Diagnosis (2009)
Manuel Möller, Michael Sintek, Paul Buitelaar, Saikat Mukherjee, Xiang Sean Zhou, Joerg Freund
Scalable Medical Image Understanding by Fusing Cross-Modal Object Recognition with Formal Domain Semantics. BIOSTEC (Selected Papers) (2008)
Yiqiang Zhan, Xiang Sean Zhou, Zhigang Peng, Arun Krishnan
Active Scheduling of Organ Detection and Segmentation in Whole-Body Medical Images. MICCAI (1) (2008)
Xiang Sean Zhou, Sonja Zillner, Manuel Möller, Michael Sintek, Yiqiang Zhan, Arun Krishnan, Alok Gupta
Semantics and CBIR: a medical imaging perspective. CIVR (2008)
Yiqiang Zhan, Xiang Sean Zhou, Arun Krishnan
An information theoretic view of the scheduling problem in whole-body CAD. Medical Imaging: Computer-Aided Diagnosis (2008)
Manuel Möller, Michael Sintek, Paul Buitelaar, Saikat Mukherjee, Xiang Sean Zhou, Joerg Freund
Medical Image Understanding Through the Integration of Cross-Modal Object Recognition with Formal Domain Knowledge. HEALTHINF (1) (2008)
Mert Dikmen, Yiqiang Zhan, Xiang Sean Zhou
Joint detection and localization of multiple anatomical landmarks through learning. Medical Imaging: Computer-Aided Diagnosis (2008)
Yijuan Lu, Ira Cohen, Xiang Sean Zhou, Qi Tian
Feature selection using principal feature analysis. ACM Multimedia (2007)
Vaclav Potesil, Xiang Sean Zhou
Statistical image quantification toward optimal scan fusion and change quantification. Medical Imaging: Computer-Aided Diagnosis (2007)
Vaclav Potesil, Xiaolei Huang, Xiang Sean Zhou
Automated tumor delineation using joint PET/CT information. Medical Imaging: Computer-Aided Diagnosis (2007)
Anna K. Jerebko, Gerwin P. Schmidt, Xiang Sean Zhou, Jinbo Bi, Vikram Anand, Jiamin Liu, Stefan Schoenberg, Ingo Schmuecking, Berthold Kiefer, Arun Krishnan
Robust Parametric Modeling Approach Based on Domain Knowledge for Computer Aided Detection of Vertebrae Column Metastases in MRI. IPMI (2007)
Haiying Guan, Toshiro Kubota, Xiaolei Huang, Xiang Sean Zhou, Matthew A. Turk
Automatic Hot Spot Detection and Segmentation in Whole Body FDG-PET Images. ICIP (2006)
Wei Hong, Bogdan Georgescu, Xiang Sean Zhou, Sriram Krishnan, Yi Ma, Dorin Comaniciu
Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data. ECCV (4) (2006)
Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou
Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications. HealthGrid (2006)
Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou
Health-e-Child : An Integrated Biomedical Platform for Grid-Based Paediatric Applications CoRR (2006)
Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu
Example Based Non-rigid Shape Detection. ECCV (4) (2006)
Ziyou Xiong, Xiang Sean Zhou, Qi Tian, Yong Rui, Thomas S. Huang
Semantic retrieval of video - review of research on video retrieval in meetings, movies and broadcast news, and sports. IEEE Signal Process. Mag. 23 (2) (2006)
Zhuowen Tu, Xiang Sean Zhou, Luca Bogoni, Adrian Barbu, Dorin Comaniciu
Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment. CVPR (2) (2006)
Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang
Total Variation Models for Variable Lighting Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 28 (9) (2006)
Zhuowen Tu, Xiang Sean Zhou, Dorin Comaniciu, Luca Bogoni
A Learning Based Approach for 3D Segmentation and Colon Detagging. ECCV (3) (2006)
Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta
Database-Guided Segmentation of Anatomical Structures with Complex Appearance. CVPR (2) (2005)
Wotao Yin, Terrence Chen, Xiang Sean Zhou, Amit Chakraborty
model. Bioinform. 21 (10) (2005)
Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu
Image Based Regression Using Boosting Method. ICCV (2005)
Terrence Chen, Thomas S. Huang, Wotao Yin, Xiang Sean Zhou
A New Coarse-to-Fine Framework for 3D Brain MR Image Registration. CVBIA (2005)
Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang
Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models. CVPR (2) (2005)
Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta
An Information Fusion Framework for Robust Shape Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 27 (1) (2005)
Xiang Sean Zhou, Dorin Comaniciu, Sriram Krishnan
Coupled-Contour Tracking through Non-orthogonal Projections and Fusion for Echocardiography. ECCV (1) (2004)
Bogdan Georgescu, Dorin Comaniciu, Tony X. Han, Xiang Sean Zhou
Multi-model Component-Based Tracking Using Robust Information Fusion. ECCV Workshop SMVP (2004)
Xiang Sean Zhou, Dorin Comaniciu, Binglong Xie, R. Cruceanu, Alok Gupta
A Unified Framework for Uncertainty Propagation in Automatic Shape Tracking. CVPR (1) (2004)
Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao
Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. MICCAI (2) (2004)
Dorin Comaniciu, Xiang Sean Zhou, Sriram Krishnan
Robust real-time myocardial border tracking for echocardiography: an information fusion approach. IEEE Trans. Medical Imaging 23 (7) (2004)
Etienne Mangonaux, Xiang Sean Zhou, Dorin Comaniciu
Comparative study of dissimilarity measures for histogram-based tracking in echocardiography. Medical Imaging: Image Processing (2004)
Xiang Sean Zhou, Ashutosh Garg, Thomas S. Huang
A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval. CIVR (2004)
Nicu Sebe, Michael S. Lew, Xiang Sean Zhou, Thomas S. Huang, Erwin M. Bakker
The State of the Art in Image and Video Retrieval. CIVR (2003)
Xiang Sean Zhou, Dorin Comaniciu, Arun Krishnan
Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection. ICCV (2003)
Xiang Sean Zhou, Thomas S. Huang
Relevance feedback in image retrieval: A comprehensive review. Multim. Syst. 8 (6) (2003)
Shyamsundar Rajaram, Ashutosh Garg, Xiang Sean Zhou, Thomas S. Huang
Classification Approach towards Banking and Sorting Problems. ECML (2003)
Xiang Sean Zhou, Thomas S. Huang
Unifying Keywords and Visual Contents in Image Retrieval. IEEE Multim. 9 (2) (2002)
Xiang Sean Zhou, Thomas S. Huang, Shih-Ping Liou
Optimal temporal sampling of video under channel and buffer constraints. ICME (1) (2002)
Xiang Sean Zhou, Shih-Ping Liou
Optimal nonlinear sampling for video streaming at low bit rates. IEEE Trans. Circuits Syst. Video Technol. 12 (6) (2002)
Xiang Sean Zhou, Thomas S. Huang
Relevance feedback in content-based image retrieval: some recent advances. Inf. Sci. 148 (1-4) (2002)
Thomas S. Huang, Xiang Sean Zhou
Relevance Feedback in Content-Based Image Retrieval: Some Recent Advances. JCIS (2002)
Xiang Sean Zhou, Thomas S. Huang
Comparing discriminating transformations and SVM for learning during multimedia retrieval. ACM Multimedia (2001)
Yunqiang Chen, Xiang Sean Zhou, Thomas S. Huang
One-class SVM for learning in image retrieval. ICIP (1) (2001)
Xiang Sean Zhou, Thomas S. Huang
Edge-based structural features for content-based image retrieval. Pattern Recognit. Lett. 22 (5) (2001)
Xiang Sean Zhou, Baback Moghaddam, Thomas S. Huang
ICA-based probabilistic local appearance models. ICIP (1) (2001)
Xiang Sean Zhou, Thomas S. Huang
Small Sample Learning during Multimedia Retrieval using BiasMap. CVPR (1) (2001)
Xiang Sean Zhou, Thomas S. Huang
Image retrieval with relevance feedback: from heuristic weight adjustment to optimal learning methods. ICIP (3) (2001)
Xiang Sean Zhou, Thomas S. Huang
Image Representation and Retrieval Using Structural Features. ICPR (2000)
Xiang Sean Zhou, Yong Rui, Thomas S. Huang
Water-Filling: A Novel Way for Image Structural Feature Extraction. ICIP (2) (1999)
Yong Rui, Xiang Sean Zhou, Thomas S. Huang
Efficient Access to Video Content in a Unified Framework. ICMCS, Vol. 2 (1999)