| 2025 | MICCAI | Location-Guided Automated Lesion Captioning in Whole-Body PET/CT Images. | Mingyang Yu, Yaozong Gao, Yiran Shu, Yanbo Chen, Jingyu Liu, Caiwen Jiang, Kaicong Sun, Zhiming Cui, Weifang Zhang, Yiqiang Zhan, Xiang Sean Zhou, Shaonan Zhong, Xinlu Wang, Meixin Zhao, Dinggang Shen |
| 2024 | MICCAI | Prompt-Based Segmentation Model of Anatomical Structures and Lesions in CT Images. | Xi Ouyang, Dongdong Gu, Xuejian Li, Wenqi Zhou, Qianqian Chen, Yiqiang Zhan, Xiang Sean Zhou, Feng Shi, Zhong Xue, Dinggang Shen |
| 2021 | MICCAI | Self-guided Multi-attention Network for Periventricular Leukomalacia Recognition. | 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 |
| 2019 | MICCAI | Novel Iterative Attention Focusing Strategy for Joint Pathology Localization and Prediction of MCI Progression. | Qingfeng Li, Xiaodan Xing, Ying Sun, Bin Xiao, Hao Wei, Quan Huo, Minqing Zhang, Xiang Sean Zhou, Yiqiang Zhan, Zhong Xue, Feng Shi |
| 2019 | MICCAI | Relu Cascade of Feature Pyramid Networks for CT Pulmonary Nodule Detection. | Guangrui Mu, Yanbo Chen, Dijia Wu, Yiqiang Zhan, Xiang Sean Zhou, Yaozong Gao |
| 2019 | MICCAI | Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray. | Xi Ouyang, Zhong Xue, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Wang, Ying Zhou, Qian Wang, Jie-Zhi Cheng |
| 2019 | MICCAI | Regression-Based Line Detection Network for Delineation of Largely Deformed Brain Midline. | Hao Wei, Xiangyu Tang, Minqing Zhang, Qingfeng Li, Xiaodan Xing, Xiang Sean Zhou, Zhong Xue, Wenzhen Zhu, Zailiang Chen, Feng Shi |
| 2019 | MICCAI | Weakly Supervised Confidence Learning for Brain MR Image Dense Parcellation. | Bin Xiao, Xiaoqing Cheng, Qingfeng Li, Qian Wang, Lichi Zhang, Dongming Wei, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Guangming Lu, Feng Shi |
| 2019 | MICCAI | Dynamic Spectral Graph Convolution Networks with Assistant Task Training for Early MCI Diagnosis. | Xiaodan Xing, Qingfeng Li, Hao Wei, Minqing Zhang, Yiqiang Zhan, Xiang Sean Zhou, Zhong Xue, Feng Shi |
| 2019 | MICCAI | Multi-Task Convolutional Neural Network for Joint Bone Age Assessment and Ossification Center Detection from Hand Radiograph. | Minqing Zhang, Dijia Wu, Qin Liu, Qingfeng Li, Yiqiang Zhan, Xiang Sean Zhou |
| 2018 | MICCAI | Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks. | Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan |
| 2016 | MICCAI | Identification of Water and Fat Images in Dixon MRI Using Aggregated Patch-Based Convolutional Neural Networks. | Liang Zhao, Yiqiang Zhan, Dominik Nickel, Matthias Fenchel, Berthold Kiefer, Xiang Sean Zhou |
| 2015 | MICCAI | A Steering Engine: Learning 3-D Anatomy Orientation Using Regression Forests. | Fitsum A. Reda, Yiqiang Zhan, Xiang Sean Zhou |
| 2015 | MICCAI | Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-Based Edge Detection. | Liang Zhao, Zhigang Peng, Klaus Finkler, Anna K. Jerebko, Jason J. Corso, Xiang Sean Zhou |
| 2012 | MICCAI | Robust MR Spine Detection Using Hierarchical Learning and Local Articulated Model. | Yiqiang Zhan, Maneesh Dewan, Martin Harder, Xiang Sean Zhou |
| 2011 | CVPR | Sparse shape composition: A new framework for shape prior modeling. | Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou |
| 2011 | MICCAI | Automated Identification of Thoracolumbar Vertebrae Using Orthogonal Matching Pursuit. | Tao Wu, Bing Jian, Xiang Sean Zhou |
| 2011 | MICCAI | Deformable Segmentation via Sparse Shape Representation. | Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou |
| 2010 | MICCAI | Hierarchical Segmentation and Identification of Thoracic Vertebra Using Learning-Based Edge Detection and Coarse-to-Fine Deformable Model. | Jun Ma, Le Lu, Yiqiang Zhan, Xiang Sean Zhou, Marcos Salganicoff, Arun Krishnan |
| 2009 | ICCV | Hierarchical learning for tubular structure parsing in medical imaging: A study on coronary arteries using 3D CT Angiography. | Le Lu, Jinbo Bi, Shipeng Yu, Zhigang Peng, Arun Krishnan, Xiang Sean Zhou |
| 2009 | MICCAI | Robust Learning-Based Annotation of Medical Radiographs. | Yimo Tao, Zhigang Peng, Bing Jian, Jianhua Xuan, Arun Krishnan, Xiang Sean Zhou |
| 2009 | MICCAI | Cross Modality Deformable Segmentation Using Hierarchical Clustering and Learning. | Yiqiang Zhan, Maneesh Dewan, Xiang Sean Zhou |
| 2008 | MICCAI | Active Scheduling of Organ Detection and Segmentation in Whole-Body Medical Images. | Yiqiang Zhan, Xiang Sean Zhou, Zhigang Peng, Arun Krishnan |
| 2006 | CVPR | Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment. | Zhuowen Tu, Xiang Sean Zhou, Luca Bogoni, Adrian Barbu, Dorin Comaniciu |
| 2006 | ECCV | Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data. | Wei Hong, Bogdan Georgescu, Xiang Sean Zhou, Sriram Krishnan, Yi Ma, Dorin Comaniciu |
| 2006 | ECCV | A Learning Based Approach for 3D Segmentation and Colon Detagging. | Zhuowen Tu, Xiang Sean Zhou, Dorin Comaniciu, Luca Bogoni |
| 2006 | ECCV | Example Based Non-rigid Shape Detection. | Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu |
| 2006 | ICIP | Automatic Hot Spot Detection and Segmentation in Whole Body FDG-PET Images. | Haiying Guan, Toshiro Kubota, Xiaolei Huang, Xiang Sean Zhou, Matthew Turk |
| 2005 | CVPR | Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models. | Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang |
| 2005 | CVPR | Database-Guided Segmentation of Anatomical Structures with Complex Appearance. | Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta |
| 2005 | ICCV | Image Based Regression Using Boosting Method. | Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu |
| 2004 | CVPR | A Unified Framework for Uncertainty Propagation in Automatic Shape Tracking. | Xiang Sean Zhou, Dorin Comaniciu, Binglong Xie, R. Cruceanu, Alok Gupta |
| 2004 | ECCV | Multi-model Component-Based Tracking Using Robust Information Fusion. | Bogdan Georgescu, Dorin Comaniciu, Tony X. Han, Xiang Sean Zhou |
| 2004 | ECCV | Coupled-Contour Tracking through Non-orthogonal Projections and Fusion for Echocardiography. | Xiang Sean Zhou, Dorin Comaniciu, Sriram Krishnan |
| 2004 | MICCAI | Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. | Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao |
| 2003 | ICCV | Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection. | Xiang Sean Zhou, Dorin Comaniciu, Arun Krishnan |
| 2001 | CVPR | Small Sample Learning during Multimedia Retrieval using BiasMap. | Xiang Sean Zhou, Thomas S. Huang |
| 2001 | ICIP | One-class SVM for learning in image retrieval. | Yunqiang Chen, Xiang Sean Zhou, Thomas S. Huang |
| 2001 | ICIP | Image retrieval with relevance feedback: from heuristic weight adjustment to optimal learning methods. | Xiang Sean Zhou, Thomas S. Huang |
| 2001 | ICIP | ICA-based probabilistic local appearance models. | Xiang Sean Zhou, Baback Moghaddam, Thomas S. Huang |
| 2000 | ICPR | Image Representation and Retrieval Using Structural Features. | Xiang Sean Zhou, Thomas S. Huang |
| 1999 | ICIP | Water-Filling: A Novel Way for Image Structural Feature Extraction. | Xiang Sean Zhou, Yong Rui, Thomas S. Huang |