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2020 – today
- 2025
[j38]Zheren Li
, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Xiangyu Zhao, Chunling Liu, Zaiyi Liu, Yajia Gu, Dinggang Shen, Jie-Zhi Cheng:
Domain generalization for mammographic image analysis with contrastive learning. Comput. Biol. Medicine 185: 109455 (2025)- [j37]Lili Zhao, Yuanyuan Xu, Jian Xu, Weiping Ding, Jinzhao Yang, Huiyu Zhou, Yiming Du, Bin Hu, Lichi Zhang, Qian Wang:
Deep Content and Contrastive Perception learning for automatic fetal nuchal translucency image quality assessment. Eng. Appl. Artif. Intell. 152: 110687 (2025) - [j36]Zhiyun Song, Zengxin Qi, Xin Wang, Xiangyu Zhao, Zhenrong Shen, Sheng Wang, Manman Fei, Zhe Wang, Di Zang, Dongdong Chen, Linlin Yao, Mengjun Liu, Qian Wang, Xuehai Wu, Lichi Zhang:
Uni-COAL: A unified framework for cross-modality synthesis and super-resolution of MR images. Expert Syst. Appl. 270: 126241 (2025) - [j35]Manman Fei, Xin Zhang, Dongdong Chen, Zhiyun Song, Qian Wang, Lichi Zhang:
Whole slide cervical cancer classification via graph attention networks and contrastive learning. Neurocomputing 613: 128787 (2025) - [j34]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. Neurocomputing 624: 129425 (2025) - [j33]Dongdong Chen, Mengjun Liu, Sheng Wang, Zheren Li, Lu Bai, Qian Wang, Dinggang Shen, Lichi Zhang:
Guiding fusion of dynamic functional and effective connectivity in spatio-temporal graph neural network for brain disorder classification. Knowl. Based Syst. 309: 112856 (2025) - [j32]Jiaxu Zheng, Zhenrong Shen, Lichi Zhang, Qun Chen:
Structure-guided MR-to-CT synthesis with spatial and semantic alignments for attenuation correction of whole-body PET/MR imaging. Medical Image Anal. 103: 103622 (2025) - [j31]Sheng Wang, Zihao Zhao, Zixu Zhuang, Xi Ouyang, Lichi Zhang, Zheren Li, Chong Ma, Tianming Liu, Dinggang Shen, Qian Wang:
Learning better contrastive view from radiologist's gaze. Pattern Recognit. 162: 111350 (2025) - [j30]Lu Bai, Lixin Cui, Ming Li, Peng Ren, Yue Wang, Lichi Zhang, Philip S. Yu, Edwin R. Hancock:
AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks. IEEE Trans. Knowl. Data Eng. 37(3): 1064-1078 (2025) - [c50]Haotian Jiang, Jiangdong Cai, Mengjie Xu, Yu Fang, Lichi Zhang, Qian Wang:
Ensemble of Foundation Models for Pap Smear Cell Analysis. ISBI 2025: 1-4 - [i23]Jiangdong Cai, Haotian Jiang, Zhenrong Shen, Yonghao Li, Honglin Xiong, Lichi Zhang, Qian Wang:
LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening. CoRR abs/2503.06563 (2025) - [i22]Jiangdong Cai, Yan Chen, Zhenrong Shen, Haotian Jiang, Honglin Xiong, Kai Xuan, Lichi Zhang, Qian Wang:
Pathology Image Restoration via Mixture of Prompts. CoRR abs/2503.12399 (2025) - 2024
- [j29]Yeqin Shao, Kunyang Zhou, Lichi Zhang:
CSSNet: Cascaded spatial shift network for multi-organ segmentation. Comput. Biol. Medicine 170: 107955 (2024) - [j28]Xiangyu Zhao, Di Zang, Sheng Wang, Zhenrong Shen, Kai Xuan, Zeyu Wei, Zhe Wang, Ruizhe Zheng, Xuehai Wu, Zheren Li, Qian Wang, Zengxin Qi, Lichi Zhang:
sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation. Comput. Medical Imaging Graph. 112: 102325 (2024) - [j27]Xin Wang, Sheng Wang, Honglin Xiong, Kai Xuan, Zixu Zhuang, Mengjun Liu, Zhenrong Shen, Xiangyu Zhao, Lichi Zhang, Qian Wang:
Spatial attention-based implicit neural representation for arbitrary reduction of MRI slice spacing. Medical Image Anal. 94: 103158 (2024) - [j26]Manman Fei, Zhenrong Shen, Zhiyun Song, Xin Wang, Maosong Cao, Linlin Yao, Xiangyu Zhao, Qian Wang, Lichi Zhang:
Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment. Neural Networks 178: 106405 (2024) - [j25]Mengjun Liu, Huifeng Zhang, Mianxin Liu, Dongdong Chen, Rubai Zhou, Wenxian Lu, Lichi Zhang, Dinggang Shen, Qian Wang, Daihui Peng:
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification. IEEE Trans. Affect. Comput. 15(3): 1826-1837 (2024) - [j24]Maosong Cao, Manman Fei, Honglin Xiong, Xin Zhang, Xiangshan Fan, Lichi Zhang, Qian Wang:
Patch-to-Sample Reasoning for Cervical Cancer Screening of Whole Slide Image. IEEE Trans. Artif. Intell. 5(6): 2779-2789 (2024) - [j23]Xiangyu Zhao, Zengxin Qi, Sheng Wang, Qian Wang, Xuehai Wu, Ying Mao, Lichi Zhang:
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation. IEEE J. Biomed. Health Informatics 28(1): 251-261 (2024) - [j22]Mengjun Liu, Huifeng Zhang, Mianxin Liu, Dongdong Chen, Zixu Zhuang, Xin Wang, Lichi Zhang, Daihui Peng, Qian Wang:
Randomizing Human Brain Function Representation for Brain Disease Diagnosis. IEEE Trans. Medical Imaging 43(7): 2537-2546 (2024) - [c49]Xin Wang, Zhiyun Song, Yitao Zhu, Sheng Wang, Lichi Zhang, Dinggang Shen, Qian Wang:
Inter-Slice Super-Resolution of Magnetic Resonance Images by Pre-Training and Self-Supervised Fine-Tuning. ISBI 2024: 1-5 - [c48]Mengjun Liu, Zhiyun Song, Dongdong Chen, Xin Wang, Zixu Zhuang, Manman Fei, Lichi Zhang, Qian Wang:
Affinity Learning Based Brain Function Representation for Disease Diagnosis. MICCAI (2) 2024: 14-23 - [c47]Xiangyu Zhao, Xi Ouyang, Lichi Zhang, Zhong Xue, Dinggang Shen:
Exploiting Latent Classes for Medical Image Segmentation from Partially Labeled Datasets. MICCAI (8) 2024: 273-282 - [c46]Dongdong Chen, Linlin Yao, Mengjun Liu, Zhenrong Shen, Yuqi Hu, Zhiyun Song, Qian Wang, Lichi Zhang:
Self-supervised Learning with Adaptive Graph Structure and Function Representation for Cross-Dataset Brain Disorder Diagnosis. MICCAI (11) 2024: 612-622 - [i21]Zhenrong Shen, Manman Fei, Xin Wang, Jiangdong Cai, Sheng Wang, Lichi Zhang, Qian Wang:
Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening. CoRR abs/2402.14707 (2024) - [i20]Xin Wang, Zhiyun Song, Yitao Zhu, Sheng Wang, Lichi Zhang, Dinggang Shen, Qian Wang:
Inter-slice Super-resolution of Magnetic Resonance Images by Pre-training and Self-supervised Fine-tuning. CoRR abs/2406.05974 (2024) - [i19]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) - [i18]Jiaxu Zheng, Zhenrong Shen, Lichi Zhang, Qun Chen:
Structure-Guided MR-to-CT Synthesis with Spatial and Semantic Alignments for Attenuation Correction of Whole-Body PET/MR Imaging. CoRR abs/2411.17488 (2024) - 2023
- [j21]Yingying Wang, Yi Wang, Guowei Hua, Min Yu, Lu Lin, Lichi Zhang, Hongxin Li:
Changes of Functional Brain Network in Neonates with Different Degrees of Hypoxic-Ischemic Encephalopathy. Brain Connect. 13(7): 427-435 (2023) - [j20]Di Zang, Xiangyu Zhao, Yuanfang Qiao, Jiayu Huo, Xuehai Wu, Zhe Wang, Zeyu Xu, Ruizhe Zheng, Zengxin Qi, Ying Mao, Lichi Zhang:
Enhanced brain parcellation via abnormality inpainting for neuroimage-based consciousness evaluation of hydrocephalus patients by lumbar drainage. Brain Informatics 10(1): 3 (2023) - [j19]Dongdong Chen, Yuxing Dai, Lichi Zhang, Zhihong Zhang, Edwin R. Hancock:
Position-aware and structure embedding networks for deep graph matching. Pattern Recognit. 136: 109242 (2023) - [j18]Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang:
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. IEEE Trans. Medical Imaging 42(2): 368-379 (2023) - [c45]Sheng Wang, Zihao Zhao, Lichi Zhang, Dinggang Shen, Qian Wang:
Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention. Gaze Meets ML 2023: 266-279 - [c44]Dongdong Chen, Mengjun Liu, Zhenrong Shen, Xiangyu Zhao, Qian Wang, Lichi Zhang:
Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis. MICCAI (8) 2023: 56-66 - [c43]Zhiyun Song, Xin Wang, Xiangyu Zhao, Sheng Wang, Zhenrong Shen, Zixu Zhuang, Mengjun Liu, Qian Wang, Lichi Zhang:
Alias-Free Co-modulated Network for Cross-Modality Synthesis and Super-Resolution of MR Images. MICCAI (10) 2023: 66-76 - [c42]Dongdong Chen, Lichi Zhang:
FE-STGNN: Spatio-Temporal Graph Neural Network with Functional and Effective Connectivity Fusion for MCI Diagnosis. MICCAI (8) 2023: 67-76 - [c41]Zixu Zhuang, Xin Wang, Sheng Wang, Zhenrong Shen, Xiangyu Zhao, Mengjun Liu, Zhong Xue, Dinggang Shen, Lichi Zhang, Qian Wang:
CAS-Net: Cross-View Aligned Segmentation by Graph Representation of Knees. MICCAI (4) 2023: 110-119 - [c40]Xiangyu Zhao, Zhenrong Shen, Dongdong Chen, Sheng Wang, Zixu Zhuang, Qian Wang, Lichi Zhang:
One-Shot Traumatic Brain Segmentation with Adversarial Training and Uncertainty Rectification. MICCAI (4) 2023: 120-129 - [c39]Jiangdong Cai, Honglin Xiong, Maosong Cao, Luyan Liu, Lichi Zhang, Qian Wang:
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening. MICCAI (6) 2023: 233-242 - [c38]Maosong Cao, Manman Fei, Jiangdong Cai, Luyan Liu, Lichi Zhang, Qian Wang:
Detection-Free Pipeline for Cervical Cancer Screening of Whole Slide Images. MICCAI (6) 2023: 243-252 - [c37]Zhenrong Shen, Maosong Cao, Sheng Wang, Lichi Zhang, Qian Wang:
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification. MICCAI (6) 2023: 487-496 - [c36]Manman Fei, Xin Zhang, Maosong Cao, Zhenrong Shen, Xiangyu Zhao, Zhiyun Song, Qian Wang, Lichi Zhang:
Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency Refinement. MICCAI (6) 2023: 652-661 - [c35]Xin Wang, Zhenrong Shen, Zhiyun Song, Sheng Wang, Mengjun Liu, Lichi Zhang, Kai Xuan, Qian Wang:
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion. MLMI@MICCAI (1) 2023: 23-32 - [i17]Dongdong Chen, Yuxing Dai, Lichi Zhang, Zhihong Zhang:
PA-GM: Position-Aware Learning of Embedding Networks for Deep Graph Matching. CoRR abs/2301.01932 (2023) - [i16]Xiangyu Zhao, Zengxin Qi, Sheng Wang, Qian Wang, Xuehai Wu, Ying Mao, Lichi Zhang:
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation. CoRR abs/2301.05500 (2023) - [i15]Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Zixu Zhuang, Xiangyu Zhao, Yajia Gu, Zaiyi Liu, Chunling Liu, Dinggang Shen, Jie-Zhi Cheng:
Domain Generalization for Mammographic Image Analysis via Contrastive Learning. CoRR abs/2304.10226 (2023) - [i14]Sheng Wang, Zixu Zhuang, Xi Ouyang, Lichi Zhang, Zheren Li, Chong Ma, Tianming Liu, Dinggang Shen, Qian Wang:
Learning Better Contrastive View from Radiologist's Gaze. CoRR abs/2305.08826 (2023) - [i13]Yuqi Hu, Xiangyu Zhao, Gaowei Qing, Kai Xie, Chenglei Liu, Lichi Zhang:
CT-based Subchondral Bone Microstructural Analysis in Knee Osteoarthritis via MR-Guided Distillation Learning. CoRR abs/2307.04390 (2023) - [i12]Zhenrong Shen, Maosong Cao, Sheng Wang, Lichi Zhang, Qian Wang:
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification. CoRR abs/2307.06182 (2023) - [i11]Xiangyu Zhao, Sheng Wang, Zhiyun Song, Zhenrong Shen, Linlin Yao, Haolei Yuan, Qian Wang, Lichi Zhang:
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation. CoRR abs/2309.00971 (2023) - [i10]Jiangdong Cai, Honglin Xiong, Maosong Cao, Luyan Liu, Lichi Zhang, Qian Wang:
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening. CoRR abs/2309.02670 (2023) - [i9]Zhiyun Song, Zengxin Qi, Xin Wang, Xiangyu Zhao, Zhenrong Shen, Sheng Wang, Manman Fei, Zhe Wang, Di Zang, Dongdong Chen, Linlin Yao, Qian Wang, Xuehai Wu, Lichi Zhang:
Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images. CoRR abs/2311.08225 (2023) - 2022
- [j17]Jiayu Huo, Xi Ouyang, Liping Si, Kai Xuan, Sheng Wang, Weiwu Yao, Ying Liu, Jia Xu, Dahong Qian, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang:
Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency. Medical Image Anal. 80: 102508 (2022) - [j16]Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang:
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network. IEEE Trans. Medical Imaging 41(9): 2499-2509 (2022) - [c34]Maosong Cao, Xin Zhang, Xiangshan Fan, Lichi Zhang, Qian Wang:
Parallel Classification of Cells in Thinprep Cytology Test Image for Cervical Cancer Screening. CaPTion@MICCAI 2022: 34-43 - [c33]Xin Zhang, Maosong Cao, Sheng Wang, Jiayin Sun, Xiangshan Fan, Qian Wang, Lichi Zhang:
Whole Slide Cervical Cancer Screening Using Graph Attention Network and Supervised Contrastive Learning. MICCAI (2) 2022: 202-211 - [c32]Zixu Zhuang, Sheng Wang, Liping Si, Kai Xuan, Zhong Xue, Dinggang Shen, Lichi Zhang, Weiwu Yao, Qian Wang:
Local Graph Fusion of Multi-view MR Images for Knee Osteoarthritis Diagnosis. MICCAI (3) 2022: 554-563 - [i8]Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang:
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution. CoRR abs/2201.04318 (2022) - [i7]Xin Wang, Kai Xuan, Sheng Wang, Honglin Xiong, Lichi Zhang, Qian Wang:
Arbitrary Reduction of MRI Slice Spacing Based on Local-Aware Implicit Representation. CoRR abs/2205.11346 (2022) - [i6]Xiangyu Zhao, Di Zang, Sheng Wang, Zhenrong Shen, Kai Xuan, Zeyu Wei, Zhe Wang, Ruizhe Zheng, Xuehai Wu, Zheren Li, Qian Wang, Zengxin Qi, Lichi Zhang:
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation. CoRR abs/2208.06099 (2022) - 2021
- [j15]Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Dong Luo, Xiangshan Fan, Qian Wang:
Hierarchical pathology screening for cervical abnormality. Comput. Medical Imaging Graph. 89: 101892 (2021) - [j14]Yang Qu, Xiaomin Li, Zhennan Yan, Liang Zhao, Lichi Zhang, Chang Liu, Shuaining Xie, Kang Li, Dimitris N. Metaxas, Wen Wu, Yongqiang Hao, Kerong Dai, Shaoting Zhang, Xiaofeng Tao, Songtao Ai:
Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. Medical Image Anal. 69: 101954 (2021) - [j13]Jun Wang, Chen Liu, Jingwen Li, Cheng Yuan, Lichi Zhang, Cheng Jin, Jianwei Xu, Yaqi Wang, Yaofeng Wen, Hongbing Lu, Biao Li, Chang Chen, Xiangdong Li, Dinggang Shen, Dahong Qian, Jian Wang:
iCOVID: interpretable deep learning framework for early recovery-time prediction of COVID-19 patients. npj Digit. Medicine 4 (2021) - [j12]Kai Xuan, Liping Si, Lichi Zhang, Zhong Xue, Yining Jiao, Weiwu Yao, Dinggang Shen, Dijia Wu, Qian Wang:
Reducing magnetic resonance image spacing by learning without ground-truth. Pattern Recognit. 120: 108103 (2021) - [c31]Heng Lin, Yuanfang Qiao, Feng Shi, Dahong Qian, Na Hu, Lizhou Chen, Bin Song, Ke Wu, Lichi Zhang:
Multi-Task Learning for False-Positive Reduction and Segmentation of Cerebral Aneurysms in CTA Scans. CISP-BMEI 2021: 1-5 - [c30]Yiming Bao, Hexiang Zeng, Chengfeng Zhou, Chen Liu, Lichi Zhang, Dahong Qian, Jun Wang, Hongbing Lu:
C3D-UNET: A Comprehensive 3D Unet for Covid-19 Segmentation with Intact Encoding and Local Attention. EMBC 2021: 2592-2596 - [c29]Yuanfang Qiao, Haoyi Tao, Jiayu Huo, Wenjun Shen, Qian Wang, Lichi Zhang:
Robust Hydrocephalus Brain Segmentation via Globally and Locally Spatial Guidance. MLCN@MICCAI 2021: 92-100 - [c28]Xiaping Du, Jiayu Huo, Yuanfang Qiao, Qian Wang, Lichi Zhang:
False Positive Suppression in Cervical Cell Screening via Attention-Guided Semi-supervised Learning. PRIME@MICCAI 2021: 93-103 - [c27]Haoyi Tao, Yuanfang Qiao, Lichi Zhang, Yiqiang Zhan, Zhong Xue, Qian Wang:
Anatomical Structure-Aware Pulmonary Nodule Detection via Parallel Multi-task RoI Head. PRIME@MICCAI 2021: 212-220 - [c26]Sheng Wang, Zixu Zhuang, Kai Xuan, Dahong Qian, Zhong Xue, Jia Xu, Ying Liu, Yiming Chai, Lichi Zhang, Qian Wang, Dinggang Shen:
3DMeT: 3D Medical Image Transformer for Knee Cartilage Defect Assessment. MLMI@MICCAI 2021: 347-355 - [i5]Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang:
Multi-Modal MRI Reconstruction with Spatial Alignment Network. CoRR abs/2108.05603 (2021) - 2020
- [j11]Dongming Wei, Lichi Zhang, Zhengwang Wu, Xiaohuan Cao, Gang Li, Dinggang Shen, Qian Wang:
Deep morphological simplification network (MS-Net) for guided registration of brain magnetic resonance images. Pattern Recognit. 100: 107171 (2020) - [j10]Xuhua Ren, Sahar Ahmad, Lichi Zhang, Lei Xiang, Dong Nie, Fan Yang, Qian Wang, Dinggang Shen:
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation. IEEE Trans. Image Process. 29: 7497-7510 (2020) - [j9]Jun Wang, Lichi Zhang, Qian Wang, Lei Chen, Jun Shi, Xiaobo Chen, Zuoyong Li, Dinggang Shen:
Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation. IEEE Trans. Medical Imaging 39(10): 3137-3147 (2020) - [c25]Xuhua Ren, Jiayu Huo, Kai Xuan, Dongming Wei, Lichi Zhang, Qian Wang:
Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention. ISBI 2020: 385-389 - [c24]Tong Li, Zhuochen Wang, Yanbo Chen, Lichi Zhang, Yaozong Gao, Feng Shi, Dahong Qian, Qian Wang, Dinggang Shen:
Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images. TIA@MICCAI 2020: 3-13 - [c23]Jianyuan Zhang, Feng Shi, Lei Chen, Zhong Xue, Lichi Zhang, Dahong Qian:
Ischemic Stroke Segmentation from CT Perfusion Scans Using Cluster-Representation Learning. MLCN/RNO-AI@MICCAI 2020: 67-76 - [c22]Tong Li, Kai Xuan, Zhong Xue, Lei Chen, Lichi Zhang, Dahong Qian:
Cross-View Label Transfer in Knee MR Segmentation Using Iterative Context Learning. DART/DCL@MICCAI 2020: 96-105 - [c21]Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Qian Wang, Dinggang Shen, Lichi Zhang:
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency. PRIME@MICCAI 2020: 200-209 - [c20]Ming Zhou, Lichi Zhang, Xiaping Du, Xi Ouyang, Xin Zhang, Qijia Shen, Qian Wang:
Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality Screening. MLMI@MICCAI 2020: 414-422 - [c19]Linlin Yao, Pengbo Jiang, Zhong Xue, Yiqiang Zhan, Dijia Wu, Lichi Zhang, Qian Wang, Feng Shi, Dinggang Shen:
Graph Convolutional Network Based Point Cloud for Head and Neck Vessel Labeling. MLMI@MICCAI 2020: 474-483 - [c18]Lixin Cui, Lichi Zhang, Lu Bai, Yue Wang, Edwin R. Hancock:
Alzheimer's Brain Network Analysis Using Sparse Learning Feature Selection. S+SSPR 2020: 184-194 - [i4]Xuhua Ren, Jiayu Huo, Kai Xuan, Dongming Wei, Lichi Zhang, Qian Wang:
Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention. CoRR abs/2001.03857 (2020) - [i3]Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Zhong Xue, Lichi Zhang, Qian Wang:
A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency. CoRR abs/2005.09212 (2020)
2010 – 2019
- 2019
- [j8]Xu Chen, Yiqun Hu, Zhihong Zhang, Beizhan Wang, Lichi Zhang, Fei Shi, Xinjian Chen, Xiaoyi Jiang:
A graph-based approach to automated EUS image layer segmentation and abnormal region detection. Neurocomputing 336: 79-91 (2019) - [j7]Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Islem Rekik, Seong-Whan Lee, Huiguang He, Dinggang Shen:
Automatic brain labeling via multi-atlas guided fully convolutional networks. Medical Image Anal. 51: 157-168 (2019) - [j6]Jianjia Wang, Jiayu Huo, Lichi Zhang:
Thermodynamic edge entropy in Alzheimer's disease. Pattern Recognit. Lett. 125: 570-575 (2019) - [c17]Xuhua Ren, Lichi Zhang, Dongming Wei, Dinggang Shen, Qian Wang:
Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization. MLMI@MICCAI 2019: 1-8 - [c16]Yining Jiao, Oihane Mayo Ijurra, Lichi Zhang, Dinggang Shen, Qian Wang:
cuRadiomics: A GPU-Based Radiomics Feature Extraction Toolkit. RNO-AI@MICCAI 2019: 44-52 - [c15]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: 409-416 - [i2]Xuhua Ren, Lichi Zhang, Sahar Ahmad, Dong Nie, Fan Yang, Lei Xiang, Qian Wang, Dinggang Shen:
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation. CoRR abs/1905.08720 (2019) - [i1]Xuhua Ren, Lichi Zhang, Qian Wang, Dinggang Shen:
Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization. CoRR abs/1906.10400 (2019) - 2018
- [j5]Luyan Liu, Qian Wang, Ehsan Adeli, Lichi Zhang, Han Zhang, Dinggang Shen:
Exploring diagnosis and imaging biomarkers of Parkinson's disease via iterative canonical correlation analysis based feature selection. Comput. Medical Imaging Graph. 67: 21-29 (2018) - [j4]Lei Xiang, Qian Wang, Dong Nie, Lichi Zhang, Xiyao Jin, Yu Qiao, Dinggang Shen:
Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image. Medical Image Anal. 47: 31-44 (2018) - [c14]Lichi Zhang, Han Zhang, Islem Rekik, Yaozong Gao, Qian Wang, Dinggang Shen:
Malignant Brain Tumor Classification Using the Random Forest Method. S+SSPR 2018: 14-21 - 2017
- [j3]Lichi Zhang, Qian Wang, Yaozong Gao, Hongxin Li, Guorong Wu, Dinggang Shen:
Concatenated spatially-localized random forests for hippocampus labeling in adult and infant MR brain images. Neurocomputing 229: 3-12 (2017) - [j2]Jinpeng Zhang, Lichi Zhang, Lei Xiang, Yeqin Shao, Guorong Wu, Xiaodong Zhou, Dinggang Shen, Qian Wang:
Brain atlas fusion from high-thickness diagnostic magnetic resonance images by learning-based super-resolution. Pattern Recognit. 63: 531-541 (2017) - [c13]Longwei Fang, Lichi Zhang, Dong Nie, Xiaohuan Cao, Khosro Bahrami, Huiguang He, Dinggang Shen:
Brain Image Labeling Using Multi-atlas Guided 3D Fully Convolutional Networks. Patch-MI@MICCAI 2017: 12-19 - [c12]Lichi Zhang, Han Zhang, Xiaobo Chen, Qian Wang, Pew-Thian Yap, Dinggang Shen:
Learning-Based Estimation of Functional Correlation Tensors in White Matter for Early Diagnosis of Mild Cognitive Impairment. Patch-MI@MICCAI 2017: 65-73 - [c11]Yujia Zhou, Pew-Thian Yap, Han Zhang, Lichi Zhang, Qianjin Feng, Dinggang Shen:
Improving Functional MRI Registration Using Whole-Brain Functional Correlation Tensors. MICCAI (1) 2017: 416-423 - 2016
- [c10]Luyan Liu, Qian Wang, Ehsan Adeli, Lichi Zhang, Han Zhang, Dinggang Shen:
Feature Selection Based on Iterative Canonical Correlation Analysis for Automatic Diagnosis of Parkinson's Disease. MICCAI (2) 2016: 1-8 - 2015
- [c9]Qian Wang, Guorong Wu, Minjeong Kim, Lichi Zhang, Dinggang Shen:
Interactive Registration and Segmentation for Multi-Atlas-Based Labeling of Brain MR Image. CCCV (1) 2015: 240-248 - [c8]Lichi Zhang, Qian Wang, Yaozong Gao, Guorong Wu, Dinggang Shen:
Automatic Hippocampus Labeling Using the Hierarchy of Sub-region Random Forests. Patch-MI@MICCAI 2015: 19-27 - [c7]Qin Liu, Qian Wang, Lichi Zhang, Yaozong Gao, Dinggang Shen:
Multi-atlas Context Forests for Knee MR Image Segmentation. MLMI 2015: 186-193 - 2014
- [c6]Lichi Zhang, Qian Wang, Yaozong Gao, Guorong Wu, Dinggang Shen:
Learning of Atlas Forest Hierarchy for Automatic Labeling of MR Brain Images. MLMI 2014: 323-330 - 2013
- [j1]Lichi Zhang, Edwin R. Hancock:
Robust estimation of shape and polarisation using blind source separation. Pattern Recognit. Lett. 34(8): 856-862 (2013) - 2012
- [c5]Lichi Zhang, Edwin R. Hancock:
Simultaneous reflectance estimation and surface shape recovery using polarisation. ICPR 2012: 1876-1879 - [c4]Lichi Zhang, Edwin R. Hancock:
A comprehensive polarisation model for surface orientation recovery. ICPR 2012: 3791-3794 - [c3]Lichi Zhang, Edwin R. Hancock, Jing Wu:
Estimating Surface Characteristics and Extracting Features from Polarisation. SSPR/SPR 2012: 400-408 - 2011
- [c2]Lichi Zhang, Edwin R. Hancock:
Robust Shape and Polarisation Estimation Using Blind Source Separation. CAIP (1) 2011: 178-185 - [c1]Lichi Zhang, Edwin R. Hancock, Gary A. Atkinson:
Reflection Component Separation Using Statistical Analysis and Polarisation. IbPRIA 2011: 476-483
2000 – 2009
- 2008
- [b1]Lichi Zhang:
Shape and reflectance estimation from dielectric materials using statistical analysis and polarisation. University of York, UK, 2008
Coauthor Index
[j37] [j36] [j35] [j34] [j33] [j31] [c50] [i23] [i22] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [c49] [c48] [c46] [i21] [i20] [i19] [j18] [c45] [c44] [c43] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [i16] [i14] [i12] [i11] [i10] [i9] [j17] [j16] [c34] [c33] [c32] [i8] [i7] [i6] [j15] [j12] [c29] [c28] [c27] [c26] [i5] [j11] [j10] [j9] [c25] [c24] [c21] [c20] [c19] [i4] [i3] [c17] [c16] [c15] [i2] [i1] [j5] [j4] [c14] [j3] [j2] [c12] [c10] [c9] [c8] [c7] [c6]
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