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2020 – today
- 2025
[j71]Ruoyou Wu, Cheng Li, Juan Zou, Xinfeng Liu, Hairong Zheng, Shanshan Wang:
Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning With Neural Architecture Search. IEEE Trans. Medical Imaging 44(1): 106-117 (2025)- 2024
- [j70]Xiang Yu
, Hongbo Guo, Ying Yuan, Wenjia Guo, Xia Yang, Hui Xu, Yanqing Kong, Yu-Dong Zhang, Hairong Zheng, Shengli Li:
An improved medical image segmentation framework with Channel-Height-Width-Spatial attention module. Eng. Appl. Artif. Intell. 136: 108751 (2024) - [j69]Weijian Huang, Cheng Li, Hao Yang, Jiarun Liu, Yong Liang, Hairong Zheng, Shanshan Wang:
Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement. Medical Image Anal. 97: 103299 (2024) - [j68]Xing Li, Yan Yang, Hairong Zheng, Zongben Xu:
ISP-IRLNet: Joint optimization of interpretable sampler and implicit regularization learning network for accerlerated MRI. Pattern Recognit. 151: 110412 (2024) - [j67]Ningyuan Wang, Yu Qiang, Chaorui Qiu, Yiliang Chen, Xingying Wang, Yue Pan, Rong Liu, Weichang Wu, Hairong Zheng, Weibao Qiu, Zhiqiang Zhang:
A Multiplexed 32 × 32 2D Matrix Array Transducer for Flexible Sub-Aperture Volumetric Ultrasound Imaging. IEEE Trans. Biomed. Eng. 71(3): 831-840 (2024) - [j66]Yue Pan, Xingying Wang, Yu Qiang, Ningyuan Wang, Rong Liu, Ge Yang, Zhiqiang Zhang, Xiao He, Yanyan Yu, Hairong Zheng, Weibao Qiu:
A New Method of Plane-Wave Ultrasound Imaging Based on Reverse Time Migration. IEEE Trans. Biomed. Eng. 71(5): 1628-1639 (2024) - [j65]Xinyi Chen, Weiheng Yao, Ye Li, Dong Liang, Hairong Zheng, Sadia Shakil, Shuqiang Wang, Tao Sun:
IG-GCN: Empowering e-Health Services for Alzheimer's Disease Prediction. IEEE Trans. Consumer Electron. 70(4): 6442-6451 (2024) - [j64]Zhenxing Huang, Wenbo Li, Yaping Wu, Lin Yang, Yun Dong, Yongfeng Yang, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu:
Accurate Whole-Brain Image Enhancement for Low-Dose Integrated PET/MR Imaging Through Spatial Brain Transformation. IEEE J. Biomed. Health Informatics 28(9): 5280-5289 (2024) - [j63]Wenjie Zhao, Zhenxing Huang, Si Tang, Wenbo Li, Yunlong Gao, Yingying Hu, Wei Fan, Chuanli Cheng, Yongfeng Yang, Hairong Zheng, Dong Liang, Zhanli Hu:
MMCA-NET: A Multimodal Cross Attention Transformer Network for Nasopharyngeal Carcinoma Tumor Segmentation Based on a Total-Body PET/CT System. IEEE J. Biomed. Health Informatics 28(9): 5447-5458 (2024) - [j62]Qiyang Zhang, Yingying Hu, Yumo Zhao, Jing Cheng, Wei Fan, Debin Hu, Fuxiao Shi, Shuangliang Cao, Yun Zhou, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu:
Deep Generalized Learning Model for PET Image Reconstruction. IEEE Trans. Medical Imaging 43(1): 122-134 (2024) - [j61]Ting Su, Jiongtao Zhu, Xin Zhang, Yuhang Tan, Han Cui, Dong Zeng, Jinchuan Guo, Hairong Zheng, Jianhua Ma, Dong Liang, Yongshuai Ge:
Super Resolution Dual-Energy Cone-Beam CT Imaging With Dual-Layer Flat-Panel Detector. IEEE Trans. Medical Imaging 43(2): 734-744 (2024) - [j60]Minghan Fu, Na Zhang, Zhenxing Huang, Chao Zhou, Xu Zhang, Jianmin Yuan, Qiang He, Yongfeng Yang, Hairong Zheng, Dong Liang, Fang-Xiang Wu, Wei Fan, Zhanli Hu:
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising. IEEE Trans. Medical Imaging 43(4): 1554-1567 (2024) - [j59]Xing Li, Kaili Jing, Yan Yang, Yongbo Wang, Jianhua Ma, Hairong Zheng, Zongben Xu:
Noise-Generating and Imaging Mechanism Inspired Implicit Regularization Learning Network for Low Dose CT Reconstrution. IEEE Trans. Medical Imaging 43(5): 1677-1689 (2024) - [j58]Chentao Cao, Zhuo-Xu Cui, Yue Wang, Shaonan Liu, Taijin Chen, Hairong Zheng, Dong Liang, Yanjie Zhu:
High-Frequency Space Diffusion Model for Accelerated MRI. IEEE Trans. Medical Imaging 43(5): 1853-1865 (2024) - [j57]Zhenguo Wang, Yaping Wu, Zeheng Xia, Xinyi Chen, Xiaochen Li, Yan Bai, Yun Zhou, Dong Liang, Hairong Zheng, Yongfeng Yang, Shanshan Wang, Meiyun Wang, Tao Sun:
Non-Invasive Quantification of the Brain [¹⁸F]FDG-PET Using Inferred Blood Input Function Learned From Total-Body Data With Physical Constraint. IEEE Trans. Medical Imaging 43(7): 2563-2573 (2024) - [c43]Weijian Huang, Cheng Li, Hong-Yu Zhou, Jiarun Liu, Hao Yang, Yong Liang, Guangming Shi, Hairong Zheng, Shanshan Wang:
Enhancing Representation in Medical Vision-Language Foundation Models Via Multi-Scale Information Extraction Techniques. ISBI 2024: 1-5 - [c42]Ling Lin, Yihang Zhou, Zhanqi Hu, Dian Jiang, Congcong Liu, Shuo Zhou, Yanjie Zhu, Jianxiang Liao, Dong Liang, Hairong Zheng, Haifeng Wang:
Pediatric TSC-Related Epilepsy Classification from Clinical Mr Images Using Quantum Neural Network. ISBI 2024: 1-5 - [c41]Jiarun Liu, Hong-Yu Zhou, Cheng Li, Weijian Huang, Hao Yang, Yong Liang, Guangming Shi, Hairong Zheng, Shanshan Wang:
Mlip: Medical Language-Image Pre-Training With Masked Local Representation Learning. ISBI 2024: 1-5 - [c40]Shibin Wu, Bang Yang, Zhiyu Ye, Haoqian Wang, Hairong Zheng, Tong Zhang:
MAKEN: Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models. ISBI 2024: 1-5 - [c39]Jing Yang, Jian Cheng, Cheng Li, Wenxin Fan, Juan Zou, Ruoyou Wu, Qiegen Liu, Hairong Zheng, Shanshan Wang:
Simultaneous Q-Space Sampling Optimization and Reconstruction for Fast and High-Fidelity Diffusion Magnetic Resonance Imaging. ISBI 2024: 1-4 - [c38]Hao Yang, Hong-Yu Zhou, Cheng Li, Weijian Huang, Jiarun Liu, Yong Liang, Guangming Shi, Hairong Zheng, Qiegen Liu, Shanshan Wang:
Multimodal Self-Supervised Learning for Lesion Localization. ISBI 2024: 1-5 - [c37]Shuo Zhou, Yihang Zhou, Congcong Liu, Yanjie Zhu, Hairong Zheng, Dong Liang, Haifeng Wang:
Quantum Neural Network for Accelerated Magnetic Resonance Imaging. IST 2024: 1-5 - [c36]Xing Li, Yan Yang, Hairong Zheng, Zongben Xu:
Blind Proximal Diffusion Model for Joint Image and Sensitivity Estimation in Parallel MRI. MICCAI (7) 2024: 130-139 - [c35]Jiarun Liu, Hao Yang, Hong-Yu Zhou, Yan Xi, Lequan Yu, Cheng Li, Yong Liang, Guangming Shi, Yizhou Yu, Shaoting Zhang, Hairong Zheng, Shanshan Wang:
Swin-UMamba: Mamba-Based UNet with ImageNet-Based Pretraining. MICCAI (9) 2024: 615-625 - [c34]Shoujun Yu, Cheng Li, Yousuf Babiker M. Osman, Shanshan Wang, Hairong Zheng:
Accurate Delineation of Cerebrovascular Structures from TOF-MRA with Connectivity-Reinforced Deep Learning. MLMI@MICCAI (1) 2024: 280-289 - [i34]Jiarun Liu, Hao Yang, Hong-Yu Zhou, Yan Xi, Lequan Yu, Yizhou Yu, Yong Liang, Guangming Shi, Shaoting Zhang, Hairong Zheng, Shanshan Wang:
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining. CoRR abs/2402.03302 (2024) - [i33]Zeyu Zhang, Yuanshen Zhao, Jingxian Duan, Yaou Liu, Hairong Zheng, Dong Liang, Zhenyu Zhang, Zhi-Cheng Li:
Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis. CoRR abs/2404.08023 (2024) - [i32]Wenxin Fan, Jian Cheng, Cheng Li, Xinrui Ma, Jing Yang, Juan Zou, Ruoyou Wu, Zan Chen, Yuanjing Feng, Hairong Zheng, Shanshan Wang:
DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging. CoRR abs/2405.03159 (2024) - [i31]Ling Lin, Yihang Zhou, Zhanqi Hu, Dian Jiang, Congcong Liu, Shuo Zhou, Yanjie Zhu, Jianxiang Liao, Dong Liang, Hairong Zheng, Haifeng Wang:
Pediatric TSC-Related Epilepsy Classification from Clinical MR Images Using Quantum Neural Network. CoRR abs/2408.12615 (2024) - [i30]Shuo Zhou, Yihang Zhou, Congcong Liu, Yanjie Zhu, Hairong Zheng, Dong Liang, Haifeng Wang:
Quantum Neural Network for Accelerated Magnetic Resonance Imaging. CoRR abs/2410.09406 (2024) - [i29]Taohui Xiao, Jian Cheng, Wenxin Fan, Enqing Dong, Hairong Zheng, Shanshan Wang:
SamRobNODDI: Q-Space Sampling-Augmented Continuous Representation Learning for Robust and Generalized NODDI. CoRR abs/2411.06444 (2024) - [i28]Yue Wang, Tian Zhou, Zhuo-Xu Cui, Bingsheng Huang, Hairong Zheng, Dong Liang, Yanjie Zhu:
Guided MRI Reconstruction via Schrödinger Bridge. CoRR abs/2411.14269 (2024) - 2023
- [j56]Nan Li, Minxian Xu, Qimeng Li, Jikui Liu, Shudi Bao, Ye Li, Jianzhong Li, Hairong Zheng:
A review of security issues and solutions for precision health in Internet-of-Medical-Things systems. Secur. Saf. 2: 2022010 (2023) - [j55]Zhi-Feng Pang, Mengxiao Geng, Lan Zhang, Yanru Zhou, Tieyong Zeng, Liyun Zheng, Na Zhang, Dong Liang, Hairong Zheng, Yongming Dai, Zhenxing Huang, Zhanli Hu:
Adaptive weighted curvature-based active contour for ultrasonic and 3T/5T MR image segmentation. Signal Process. 205: 108881 (2023) - [j54]Baoqiang Liu, Min Su, Zhiqiang Zhang, Rong Liu, Lei Sun, Hairong Zheng, Weibao Qiu:
A Novel Dual-Element Catheter for Improving Non-Uniform Rotational Distortion in Intravascular Ultrasound. IEEE Trans. Biomed. Eng. 70(6): 1768-1774 (2023) - [j53]Weicen Chen, Jiamei Liu, Shuang Lei, Zidong Yang, Qi Zhang, Yongchuan Li, Jiqing Huang, Yuming Dong, Hairong Zheng, Dawei Wu, Teng Ma:
Flexible Ultrasound Transducer With Embedded Optical Shape Sensing Fiber for Biomedical Imaging Applications. IEEE Trans. Biomed. Eng. 70(10): 2841-2851 (2023) - [j52]Shanshan Wang, Ruoyou Wu, Cheng Li, Juan Zou, Ziyao Zhang, Qiegen Liu, Yan Xi, Hairong Zheng:
PARCEL: Physics-Based Unsupervised Contrastive Representation Learning for Multi-Coil MR Imaging. IEEE ACM Trans. Comput. Biol. Bioinform. 20(5): 2659-2670 (2023) - [j51]Minghan Fu, Meiyun Wang, Yaping Wu, Na Zhang, Yongfeng Yang, Haining Wang, Yun Zhou, Yue Shang, Fang-Xiang Wu, Hairong Zheng, Dong Liang, Zhanli Hu:
A Two-Branch Neural Network for Short-Axis PET Image Quality Enhancement. IEEE J. Biomed. Health Informatics 27(6): 2864-2875 (2023) - [c33]Cheng Li, Yousuf Babiker M. Osman, Weijian Huang, Zhenzhen Xue, Hua Han, Hairong Zheng, Shanshan Wang:
Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation. ISBI 2023: 1-4 - [c32]Yousuf Babiker M. Osman, Cheng Li, Weijian Huang, Nazik Elsayed, Leslie Ying, Hairong Zheng, Shanshan Wang:
Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation. ISBI 2023: 1-4 - [c31]Zhiyu Ye, Hairong Zheng, Tong Zhang:
Partial-Labeled Abdominal Organ and Cancer Segmentation via Cascaded Dual-Decoding U-Net. FLARE@MICCAI 2023: 236-252 - [c30]Zhiyu Ye, Hairong Zheng, Tong Zhang:
CardiacSeg: Customized Pre-training Volumetric Transformer with Scaling Pyramid for 3D Cardiac Segmentation. STACOM@MICCAI 2023: 3-14 - [i27]Zhuo-Xu Cui, Chentao Cao, Jing Cheng, Sen Jia, Hairong Zheng, Dong Liang, Yanjie Zhu:
SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI. CoRR abs/2304.05060 (2023) - [i26]Shibin Wu, Bang Yang, Zhiyu Ye, Haoqian Wang, Hairong Zheng, Tong Zhang:
Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models. CoRR abs/2312.03970 (2023) - 2022
- [j50]Tao Chen, Liangjian Liu, Xiaohui Ma, Ying Zhang, Huadong Liu, Rongqin Zheng, Jie Ren, Huichao Zhou, Yaguang Ren, Rongkang Gao, Ningbo Chen, Hairong Zheng, Liang Song, Chengbo Liu:
Dedicated Photoacoustic Imaging Instrument for Human Periphery Blood Vessels: A New Paradigm for Understanding the Vascular Health. IEEE Trans. Biomed. Eng. 69(3): 1093-1100 (2022) - [j49]Ye Yang, Teng Ma, Qi Zhang, Jiqing Huang, Qi Hu, Yongchuan Li, Congzhi Wang, Hairong Zheng:
3D Acoustic Manipulation of Living Cells and Organisms Based On 2D Array. IEEE Trans. Biomed. Eng. 69(7): 2342-2352 (2022) - [j48]Shuang Lei, Teng Ma, Zeping Gao, Qi Zhang, Shuo Wang, Dehong Hu, Zonghai Sheng, Yongchuan Li, Jiqing Huang, Benpeng Zhu, Hairong Zheng:
Endoscopic Ultrasound Localization Microscopy for the Evaluation of the Microvasculature of Gastrointestinal Tract Tumors in Rabbits. IEEE Trans. Biomed. Eng. 69(11): 3438-3448 (2022) - [j47]Zixiang Chen, Yaping Wu, Na Zhang, Tao Sun, Yu Shen, Hairong Zheng, Dong Liang, Meiyun Wang, Zhanli Hu:
High Temporal Resolution Total-Body Dynamic PET Imaging Based on Pixel-Level Time-Activity Curve Correction. IEEE Trans. Biomed. Eng. 69(12): 3689-3702 (2022) - [j46]Qi Zhang, Teng Ma, Congzhi Wang, Xiangli Liu, Yongchuan Li, Yu Chang, Jiamei Liu, Jiqing Huang, Yang Xiao, Tingrui Pan, Hairong Zheng:
Transformable Ultrasonic Array Transducer for Multiscale Imaging and Beamforming. IEEE Trans. Ind. Electron. 69(3): 3078-3087 (2022) - [i25]Yeqi Wang, Longfei Li, Cheng Li, Yan Xi, Hairong Zheng, Yusong Lin, Shanshan Wang:
Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading. CoRR abs/2201.02746 (2022) - [i24]Shanshan Wang, Ruoyou Wu, Cheng Li, Juan Zou, Hairong Zheng:
PARCEL: Physics-based unsupervised contrastive representation learning for parallel MR imaging. CoRR abs/2202.01494 (2022) - [i23]Weijian Huang, Cheng Li, Wenxin Fan, Yongjin Zhou, Qiegen Liu, Hairong Zheng, Shanshan Wang:
Rethinking the optimization process for self-supervised model-driven MRI reconstruction. CoRR abs/2203.09724 (2022) - [i22]Wei Dai, Ziyao Zhang, Lixia Tian, Shengyuan Yu, Shuhui Wang, Zhao Dong, Hairong Zheng:
First Glance Diagnosis: Brain Disease Classification with Single fMRI Volume. CoRR abs/2208.03028 (2022) - [i21]Juan Zou, Cheng Li, Sen Jia, Ruoyou Wu, Tingrui Pei, Hairong Zheng, Shanshan Wang:
SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging. CoRR abs/2208.03904 (2022) - [i20]Cheng Li, Yousuf Babiker M. Osman, Weijian Huang, Zhenzhen Xue, Hua Han, Hairong Zheng, Shanshan Wang:
Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation. CoRR abs/2211.08783 (2022) - [i19]Yousuf Babiker M. Osman, Cheng Li, Weijian Huang, Nazik Elsayed, Zhenzhen Xue, Hairong Zheng, Shanshan Wang:
Semi-Supervised and Self-Supervised Collaborative Learning for Prostate 3D MR Image Segmentation. CoRR abs/2211.08840 (2022) - [i18]Xue Liu, Juan Zou, Xiawu Zheng, Cheng Li, Hairong Zheng, Shanshan Wang:
Iterative Data Refinement for Self-Supervised MR Image Reconstruction. CoRR abs/2211.13440 (2022) - [i17]Chentao Cao, Zhuo-Xu Cui, Jing Cheng, Sen Jia, Hairong Zheng, Dong Liang, Yanjie Zhu:
SPIRiT-Diffusion: SPIRiT-driven Score-Based Generative Modeling for Vessel Wall imaging. CoRR abs/2212.11274 (2022) - 2021
- [j45]Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Mudan Zhang, Xianchun Zeng, Jun Liu, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu:
FaNet: fast assessment network for the novel coronavirus (COVID-19) pneumonia based on 3D CT imaging and clinical symptoms. Appl. Intell. 51(5): 2838-2849 (2021) - [j44]Shanshan Wang, Taohui Xiao, Qiegen Liu, Hairong Zheng:
Deep learning for fast MR imaging: A review for learning reconstruction from incomplete k-space data. Biomed. Signal Process. Control. 68: 102579 (2021) - [j43]Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Jincai Chen, Ping Lu, Qiyang Zhang, Changhui Jiang, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu:
Considering anatomical prior information for low-dose CT image enhancement using attribute-augmented Wasserstein generative adversarial networks. Neurocomputing 428: 104-115 (2021) - [j42]Jingke Zhang, Qiong He, Yang Xiao, Hairong Zheng, Congzhi Wang, Jianwen Luo:
Ultrasound image reconstruction from plane wave radio-frequency data by self-supervised deep neural network. Medical Image Anal. 70: 102018 (2021) - [j41]Yongshuai Ge, Peizhen Liu, Yifan Ni, Jianwei Chen, Jiecheng Yang, Ting Su, Huitao Zhang, Jinchuan Guo, Hairong Zheng, Zhicheng Li, Dong Liang:
Enhancing the X-Ray Differential Phase Contrast Image Quality With Deep Learning Technique. IEEE Trans. Biomed. Eng. 68(6): 1751-1758 (2021) - [j40]Hui Zhou, Lili Niu, Xiangxiang Xia, Zhengrong Lin, Xiufang Liu, Min Su, Ruibiao Guo, Long Meng, Hairong Zheng:
Corrections to "Wearable Ultrasound Improves Motor Function in an MPTP Mouse Model of Parkinson's Disease". IEEE Trans. Biomed. Eng. 68(7): 2326 (2021) - [j39]Qi Zhang, Qingyuan Tan, Jiamei Liu, Weicen Chen, Jiqing Huang, Shuang Lei, Yongchuan Li, Xiaojing Long, Congzhi Wang, Yang Xiao, Dawei Wu, Hairong Zheng, Teng Ma:
1.5-Dimensional Circular Array Transducer for In Vivo Endoscopic Ultrasonography. IEEE Trans. Biomed. Eng. 68(10): 2930-2939 (2021) - [j38]Hui Zhou, Long Meng, Xiangxiang Xia, Zhengrong Lin, Wei Zhou, Na Pang, Tianyuan Bian, Ti-Fei Yuan, Lili Niu, Hairong Zheng:
Transcranial Ultrasound Stimulation Suppresses Neuroinflammation in a Chronic Mouse Model of Parkinson's Disease. IEEE Trans. Biomed. Eng. 68(11): 3375-3387 (2021) - [j37]Zhiqiang Zhang, Rong Liu, Guofeng Li, Min Su, Fei Li, Hairong Zheng, Weibao Qiu:
A Dual-Mode 2D Matrix Array for Ultrasound Image-Guided Noninvasive Therapy. IEEE Trans. Biomed. Eng. 68(12): 3482-3490 (2021) - [j36]Nan Li, Hui Zheng, Guangzu Xu, Ting Gui, Qiufeng Yin, Qiaoyan Chen, Jo Lee, Yang Xin, Shuheng Zhang, Qiang He, Xiaoliang Zhang, Xin Liu, Hairong Zheng, Dengbin Wang, Ye Li:
Simultaneous Head and Spine MR Imaging in Children Using a Dedicated Multichannel Receiver System at 3T. IEEE Trans. Biomed. Eng. 68(12): 3659-3670 (2021) - [j35]Xiran Jiang, Jiaxin Li, Yangyang Kan, Tao Yu, Shijie Chang, Xianzheng Sha, Hairong Zheng, Yahong Luo, Shanshan Wang:
MRI Based Radiomics Approach With Deep Learning for Prediction of Vessel Invasion in Early-Stage Cervical Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. 18(3): 995-1002 (2021) - [j34]Cheng Li, Jingxu Xu, Qiegen Liu, Yongjin Zhou, Lisha Mou, Zuhui Pu, Yong Xia, Hairong Zheng, Shanshan Wang:
Multi-View Mammographic Density Classification by Dilated and Attention-Guided Residual Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 18(3): 1003-1013 (2021) - [j33]Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Zixiang Chen, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu:
Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented With Attention Mechanism for Low-Dose CT Imaging on Clinical Patient Data From Multiple Anatomical Sites. IEEE J. Biomed. Health Informatics 25(9): 3416-3427 (2021) - [j32]Shi Su, Zhilang Qiu, Chao Luo, Caiyun Shi, Liwen Wan, Yanjie Zhu, Ye Li, Xin Liu, Hairong Zheng, Dong Liang, Haifeng Wang:
Accelerated 3D bSSFP Using a Modified Wave-CAIPI Technique With Truncated Wave Gradients. IEEE Trans. Medical Imaging 40(1): 48-58 (2021) - [j31]Weijian Huang, Hao Yang, Xinfeng Liu, Cheng Li, Ian Zhang, Rongpin Wang, Hairong Zheng, Shanshan Wang:
A Coarse-to-Fine Deformable Transformation Framework for Unsupervised Multi-Contrast MR Image Registration with Dual Consistency Constraint. IEEE Trans. Medical Imaging 40(10): 2589-2599 (2021) - [j30]Ziwen Ke, Wenqi Huang, Zhuo-Xu Cui, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang:
Learned Low-Rank Priors in Dynamic MR Imaging. IEEE Trans. Medical Imaging 40(12): 3698-3710 (2021) - [c29]Lixian Zou, Junpu Hu, Jian Xu, Haifeng Wang, Hairong Zheng, Xin Liu:
MHD signal derived Auto Variable Velocity Encoding for 2D Flow Imaging in 3T Cardiac Magnetic Resonance Imaging. EMBC 2021: 4056-4059 - [c28]Chen Hu, Cheng Li, Haifeng Wang, Qiegen Liu, Hairong Zheng, Shanshan Wang:
Self-supervised Learning for MRI Reconstruction with a Parallel Network Training Framework. MICCAI (6) 2021: 382-391 - [i16]Ziwen Ke, Zhuoxu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang:
Deep Manifold Learning for Dynamic MR Imaging. CoRR abs/2104.01102 (2021) - [i15]Chen Hu, Cheng Li, Haifeng Wang, Qiegen Liu, Hairong Zheng, Shanshan Wang:
Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework. CoRR abs/2109.12502 (2021) - [i14]Longfei Li, Rui Yang, Xin Chen, Cheng Li, Hairong Zheng, Yusong Lin, Zaiyi Liu, Shanshan Wang:
Radiomic biomarker extracted from PI-RADS 3 patients support more eìcient and robust prostate cancer diagnosis: a multi-center study. CoRR abs/2112.13686 (2021) - 2020
- [j29]Wenqing Hua, Taohui Xiao, Xiran Jiang, Zaiyi Liu, Meiyun Wang, Hairong Zheng, Shanshan Wang:
Lymph-vascular space invasion prediction in cervical cancer: Exploring radiomics and deep learning multilevel features of tumor and peritumor tissue on multiparametric MRI. Biomed. Signal Process. Control. 58: 101869 (2020) - [j28]Qiyang Zhang, Juan Gao, Yongshuai Ge, Na Zhang, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu:
PET Image Reconstruction Using a Cascading Back-Projection Neural Network. IEEE J. Sel. Top. Signal Process. 14(6): 1100-1111 (2020) - [j27]Luchao Qi, Qi Zhang, Yan Tan, Kwok-Ho Lam, Hairong Zheng, Ming Qian:
Non-Contact High-Frequency Ultrasound Microbeam Stimulation: A Novel Finding and Potential Causes of Cell Responses. IEEE Trans. Biomed. Eng. 67(4): 1074-1082 (2020) - [j26]Yao Jin, Yongchuan Li, Yang Ye, Junjie Zou, Tianxu Guo, Tianyuan Bian, Congzhi Wang, Yang Xiao, Lili Niu, Teng Ma, Hairong Zheng:
Development of Multi-Layer Lateral-Mode Ultrasound Needle Transducer for Brain Stimulation in Mice. IEEE Trans. Biomed. Eng. 67(7): 1982-1988 (2020) - [j25]Ye Li, Qiaoyan Chen, Zidong Wei, Lei Zhang, Changjun Tie, Yanjie Zhu, Sen Jia, Jun Xia, Dong Liang, Qiang He, Xiaoliang Zhang, Xin Liu, Bing Zhang, Hairong Zheng:
One-Stop MR Neurovascular Vessel Wall Imaging With a 48-Channel Coil System at 3 T. IEEE Trans. Biomed. Eng. 67(8): 2317-2327 (2020) - [j24]Yang Xiao, Congzhi Wang, Yang Sun, Xiangnan Zhang, Ligang Cui, Jinhua Yu, Hairong Zheng:
Quantitative Estimation of Passive Elastic Properties of Individual Skeletal Muscle in Vivo Using Normalized Elastic Modulus-Length Curve. IEEE Trans. Biomed. Eng. 67(12): 3371-3379 (2020) - [j23]Zhiyuan Huang, Zixiang Chen, Qiyang Zhang, Guotao Quan, Min Ji, Chengjin Zhang, Yongfeng Yang, Xin Liu, Dong Liang, Hairong Zheng, Zhanli Hu:
CaGAN: A Cycle-Consistent Generative Adversarial Network With Attention for Low-Dose CT Imaging. IEEE Trans. Computational Imaging 6: 1203-1218 (2020) - [j22]Qingyuan Tan, Congzhi Wang, Jiamei Liu, Jiqing Huang, Yongchuan Li, Yang Xiao, Gui-Song Xia, Teng Ma, Hairong Zheng:
Ultrafast Endoscopic Ultrasonography With Circular Array. IEEE Trans. Medical Imaging 39(6): 2110-2120 (2020) - [j21]Ye Li, Jo Lee, Xiaojing Long, Yangzi Qiao, Teng Ma, Qiang He, Peng Cao, Xiaoliang Zhang, Hairong Zheng:
A Magnetic Resonance-Guided Focused Ultrasound Neuromodulation System With a Whole Brain Coil Array for Nonhuman Primates at 3 T. IEEE Trans. Medical Imaging 39(12): 4401-4412 (2020) - [c27]Zhenkun Peng, Jiaxin Li, Cheng Li, Lan Zhang, Hairong Zheng, Shanshan Wang:
A Deep Residual Sparse and Cross Domain Reconstruction Network for Dynamic MR Imaging. ICCPR 2020: 350-355 - [c26]Yu Gong, Hongming Shan, Yueyang Teng, Hairong Zheng, Ge Wang, Shanshan Wang:
Low-Dose Pet Image Restoration With 2D And 3D Network Prior Learning. ISBI Workshops 2020: 1-4 - [c25]Yu Gong, Hongming Shan, Yueyang Teng, Hairong Zheng, Ge Wang, Shanshan Wang:
Deeply-Supervised Multi-Dose Prior Learning For Low-Dose Pet Imaging. ISBI Workshops 2020: 1-4 - [c24]Xiangshun Liu, Minghui Zhang, Qiegen Liu, Taohui Xiao, Hairong Zheng, Leslie Ying, Shanshan Wang:
Multi-Contrast Mr Reconstruction with Enhanced Denoising Autoencoder Prior Learning. ISBI 2020: 1-5 - [c23]Haoyun Liang, Yu Gong, Hoel Kervadec, Cheng Li, Jing Yuan, Xin Liu, Hairong Zheng, Shanshan Wang:
Laplacian pyramid-based complex neural network learning for fast MR imaging. MIDL 2020: 454-464 - [i13]Ziwen Ke, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang:
Deep Low-rank Prior in Dynamic MR Imaging. CoRR abs/2006.12090 (2020) - [i12]Weijian Huang, Hao Yang, Xinfeng Liu, Cheng Li, Ian Zhang, Rongpin Wang, Hairong Zheng, Shanshan Wang:
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint. CoRR abs/2008.01896 (2020) - [i11]Kehan Qi, Yu Gong, Xinfeng Liu, Xin Liu, Hairong Zheng, Shanshan Wang:
Multi-task MR Imaging with Iterative Teacher Forcing and Re-weighted Deep Learning. CoRR abs/2011.13614 (2020) - [i10]Cheng Li, Rongpin Wang, Zaiyi Liu, Meiyun Wang, Hongna Tan, Yaping Wu, Xinfeng Liu, Hui Sun, Rui Yang, Xin Liu, Ismail Ben Ayed, Hairong Zheng, Hanchuan Peng, Shanshan Wang:
AIDE: Annotation-efficient deep learning for automatic medical image segmentation. CoRR abs/2012.04885 (2020)
2010 – 2019
- 2019
- [j20]Peijian Gu, Changhui Jiang, Min Ji, Qiyang Zhang, Yongshuai Ge, Dong Liang, Xin Liu, Yongfeng Yang, Hairong Zheng, Zhanli Hu:
Low-Dose Computed Tomography Image Super-Resolution Reconstruction via Random Forests. Sensors 19(1): 207 (2019) - [j19]Yanyan Yu, Zhiqiang Zhang, Feiyan Cai, Min Su, Qiuju Jiang, Qifa Zhou, Mark S. Humayun, Weibao Qiu, Hairong Zheng:
A Novel Racing Array Transducer for Noninvasive Ultrasonic Retinal Stimulation: A Simulation Study. Sensors 19(8): 1825 (2019) - [j18]Guofeng Li, Weibao Qiu, Zhiqiang Zhang, Qiuju Jiang, Min Su, Ruilin Cai, Yongchuan Li, Feiyan Cai, Zhiting Deng, Di Xu, Huailing Zhang, Hairong Zheng:
Noninvasive Ultrasonic Neuromodulation in Freely Moving Mice. IEEE Trans. Biomed. Eng. 66(1): 217-224 (2019) - [j17]Hui Zhou, Lili Niu, Xiangxiang Xia, Zhengrong Lin, Xiufang Liu, Min Su, Ruibiao Guo, Long Meng, Hairong Zheng:
Wearable Ultrasound Improves Motor Function in an MPTP Mouse Model of Parkinson's Disease. IEEE Trans. Biomed. Eng. 66(11): 3006-3013 (2019) - [j16]Jiehan Hong, Min Su, Yanyan Yu, Zhiqiang Zhang, Rong Liu, Yaocai Huang, Peitian Mu, Hairong Zheng, Weibao Qiu:
A Dual-Mode Imaging Catheter for Intravascular Ultrasound Application. IEEE Trans. Medical Imaging 38(3): 657-663 (2019) - [c22]Lixian Zou, Haifeng Wang, Yanjie Zhu, Yuanyuan Liu, Jing Cheng, Sen Jia, Caiyun Shi, Shi Su, Xin Liu, Hairong Zheng, Dong Liang:
T1rho Fractional-order Relaxation of Human Articular Cartilage. EMBC 2019: 4496-4499 - [c21]Caiyun Shi, Haifeng Wang, Guoxi Xie, Shi Su, Yi Huang, Hanwei Chen, Xin Liu, Hairong Zheng, Dong Liang:
Susceptibility-based MR Imaging of Nitinol Stent. EMBC 2019: 5753-5756 - [c20]Cheng Li, Hui Sun, Zaiyi Liu, Meiyun Wang, Hairong Zheng, Shanshan Wang:
Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation. MICCAI (2) 2019: 57-65 - [c19]Hao Yang, Weijian Huang, Kehan Qi, Cheng Li, Xinfeng Liu, Meiyun Wang, Hairong Zheng, Shanshan Wang:
CLCI-Net: Cross-Level Fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke. MICCAI (3) 2019: 266-274 - [i9]Ziwen Ke, Shanshan Wang, Huitao Cheng, Leslie Ying, Qiegen Liu, Hairong Zheng, Dong Liang:
CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint. CoRR abs/1901.06111 (2019) - [i8]Shanshan Wang, Huitao Cheng, Leslie Ying, Taohui Xiao, Ziwen Ke, Xin Liu, Hairong Zheng, Dong Liang:
DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. CoRR abs/1906.04359 (2019) - [i7]Jing Cheng, Haifeng Wang, Yanjie Zhu, Qiegen Liu, Hairong Zheng, Leslie Ying, Dong Liang:
Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning. CoRR abs/1906.08143 (2019) - [i6]Hao Yang, Weijian Huang, Kehan Qi, Cheng Li, Xinfeng Liu, Meiyun Wang, Hairong Zheng, Shanshan Wang:
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke. CoRR abs/1907.07008 (2019) - [i5]Cheng Li, Hui Sun, Zaiyi Liu, Meiyun Wang, Hairong Zheng, Shanshan Wang:
Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation. CoRR abs/1908.01997 (2019) - [i4]Shanshan Wang, Yanxia Chen, Taohui Xiao, Ziwen Ke, Qiegen Liu, Hairong Zheng:
LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset. CoRR abs/1908.09140 (2019) - [i3]Yanjie Zhu, Ziwen Ke, Jing Cheng, Sen Jia, Yuanyuan Liu, Haifeng Wang, Leslie Ying, Xin Liu, Hairong Zheng, Dong Liang:
An Unsupervised Deep Learning Method for Parallel Cardiac MRI via Time-Interleaved Sampling. CoRR abs/1912.12177 (2019) - 2018
- [j15]Weibao Qiu, Jingjing Xia, Yulong Shi, Peitian Mu, Xingying Wang, Mengdi Gao, Congzhi Wang, Yang Xiao, Ge Yang, Jihong Liu, Lei Sun, Hairong Zheng:
A Delayed-Excitation Data Acquisition Method for High-Frequency Ultrasound Imaging. IEEE Trans. Biomed. Eng. 65(1): 15-20 (2018) - [j14]Xiaowei Huang, Yanling Zhang, Long Meng, Ming Qian, Kelvin Kian Loong Wong, Derek Abbott, Rongqin Zheng, Hairong Zheng, Lili Niu:
Identification of Ultrasonic Echolucent Carotid Plaques Using Discrete Fréchet Distance Between Bimodal Gamma Distributions. IEEE Trans. Biomed. Eng. 65(5): 949-955 (2018) - [j13]Yongjin Zhou, Jingxu Xu, Qiegen Liu, Cheng Li, Zaiyi Liu, Meiyun Wang, Hairong Zheng, Shanshan Wang:
A Radiomics Approach With CNN for Shear-Wave Elastography Breast Tumor Classification. IEEE Trans. Biomed. Eng. 65(9): 1935-1942 (2018) - [j12]Shanshan Wang, Sha Tan, Yuan Gao, Qiegen Liu, Leslie Ying, Taohui Xiao, Yuanyuan Liu, Xin Liu, Hairong Zheng, Dong Liang:
Learning Joint-Sparse Codes for Calibration-Free Parallel MR Imaging. IEEE Trans. Medical Imaging 37(1): 251-261 (2018) - [j11]Qiaoyan Chen, Guoxi Xie, Chao Luo, Xing Yang, Jin Zhu, Jo Lee, Shi Su, Dong Liang, Xiaoliang Zhang, Xin Liu, Ye Li, Hairong Zheng:
A Dedicated 36-Channel Receive Array for Fetal MRI at 3T. IEEE Trans. Medical Imaging 37(10): 2290-2297 (2018) - [c18]Tianyou Dou, Lijuan Zhang, Hairong Zheng, Wu Zhou:
Local and Non-local Deep Feature Fusion for Malignancy Characterization of Hepatocellular Carcinoma. MICCAI (4) 2018: 472-479 - [i2]Jingxu Xu, Cheng Li, Yongjin Zhou, Lisha Mou, Hairong Zheng, Shanshan Wang:
Classifying Mammographic Breast Density by Residual Learning. CoRR abs/1809.10241 (2018) - [i1]Shanshan Wang, Ziwen Ke, Huitao Cheng, Sen Jia, Leslie Ying, Hairong Zheng, Dong Liang:
DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training. CoRR abs/1810.00302 (2018) - 2017
- [j10]Weibao Qiu, Xingying Wang, Yan Chen, Qiang Fu, Min Su, Lining Zhang, Jingjing Xia, Jiyan Dai, Yaonan Zhang, Hairong Zheng:
Modulated Excitation Imaging System for Intravascular Ultrasound. IEEE Trans. Biomed. Eng. 64(8): 1935-1942 (2017) - [j9]Xingying Wang, Vipin Seetohul, Ruimin Chen, Zhiqiang Zhang, Ming Qian, Zhehao Shi, Ge Yang, Peitian Mu, Congzhi Wang, Zhihong Huang, Qifa Zhou, Hairong Zheng, Sandy Cochran, Weibao Qiu:
Development of a Mechanical Scanning Device With High-Frequency Ultrasound Transducer for Ultrasonic Capsule Endoscopy. IEEE Trans. Medical Imaging 36(9): 1922-1929 (2017) - [c17]Qiyao Wang, Lijuan Zhang, Yaoqin Xie, Hairong Zheng, Wu Zhou:
Malignancy characterization of hepatocellular carcinoma using hybrid texture and deep features. ICIP 2017: 4162-4166 - 2016
- [j8]Congzhi Wang, Yang Xiao, Jingjing Xia, Weibao Qiu, Hairong Zheng:
Effects of Non-Elevation-Focalized Linear Array Transducer on Ultrasound Plane-Wave Imaging. Sensors 16(11): 1906 (2016) - [j7]Zhengbin Wu, Kui Xi, Banlan Zhu, Hairong Zheng, Yuegang Tan:
Theoretical and Experimental Investigation of Ultrasonic Transducers With Dual Oppositely Polarized PMN-PT Layers in Wide Frequency Range. IEEE Trans. Ind. Electron. 63(4): 2313-2319 (2016) - 2015
- [c16]Weibao Qiu, Congzhi Wang, Yang Xiao, Ming Qian, Hairong Zheng:
A new shear wave imaging system for ultrasound elastography. EMBC 2015: 3847-3850 - [c15]Long Meng, Zhiting Deng, Lili Niu, Feiyan Cai, Hairong Zheng:
Controlled thermal-sensitive liposomes release on a disposable microfluidic device. EMBC 2015: 5912-5915 - [c14]Congzhi Wang, Xi Peng, Dong Liang, Yang Xiao, Weibao Qiu, Ming Qian, Hairong Zheng:
An easily-achieved time-domain beamformer for ultrafast ultrasound imaging based on compressive sensing. EMBC 2015: 7490-7493 - 2014
- [j6]Weibao Qiu, Zongying Ye, Yanyan Yu, Yan Chen, Liyang Chi, Peitian Mu, Guofeng Li, Congzhi Wang, Yang Xiao, Jiyan Dai, Lei Sun, Hairong Zheng:
A Digital Multigate Doppler Method for High Frequency Ultrasound. Sensors 14(8): 13348-13360 (2014) - [j5]Ming Qian, Lili Niu, Kelvin Kian Loong Wong, Derek Abbott, Qifa Zhou, Hairong Zheng:
Pulsatile Flow Characterization in a Vessel Phantom With Elastic Wall Using Ultrasonic Particle Image Velocimetry Technique: The Impact of Vessel Stiffness on Flow Dynamics. IEEE Trans. Biomed. Eng. 61(9): 2444-2450 (2014) - [c13]Zhanli Hu, P. Z. Wu, Jianbao Gui, Yao Chen, Hairong Zheng:
Teeth segmentation using dental CT data. BMEI 2014: 81-84 - [c12]Jinying Yang, Congzhi Wang, Weibao Qiu, Hairong Zheng:
Comparative study on shear wave speed estimation algorithms in ARFI for improving its reliability. EMBC 2014: 226-229 - [c11]Congzhi Wang, Bo Zeng, Weibao Qiu, Hairong Zheng:
Scanning-mode 2D acoustic radiation force impulse (s2D-ARFI) imaging based on GPU acceleration. EMBC 2014: 230-233 - 2013
- [j4]Weibao Qiu, Yanyan Yu, Fu Keung Tsang, Hairong Zheng, Lei Sun:
A Novel Modulated Excitation Imaging System for Microultrasound. IEEE Trans. Biomed. Eng. 60(7): 1884-1890 (2013) - [c10]Weibao Qiu, Hairong Zheng, Lei Sun:
Open system for micro-ultrasound. EMBC 2013: 97-100 - [c9]Yang Xiao, Jie Zeng, Ming Qian, Rongqin Zheng, Hairong Zheng:
Quantitative analysis of peri-tumor tissue elasticity based on shear-wave elastography for breast tumor classification. EMBC 2013: 1128-1131 - [c8]Ming Qian, Lili Niu, Yang Xiao, Congzhi Wang, Weibao Qiu, Hairong Zheng:
Ultrasound contrast image segmentation using a modified level set method. EMBC 2013: 5127-5130 - 2011
- [j3]Zhanli Hu, Jianbao Gui, Jing Zou, Junyan Rong, Qiyang Zhang, Hairong Zheng, Dan Xia:
Geometric Calibration of a Micro-CT System and Performance for Insect Imaging. IEEE Trans. Inf. Technol. Biomed. 15(4): 655-660 (2011) - [c7]Guoxi Xie, Zhuo Weng, Chao Zou, Xiang Feng, Hairong Zheng, Xin Liu, Bensheng Qiu:
A simulation study of dynamic MRI based on partially separable functions and keyhole techniques. BMEI 2011: 68-72 - [c6]Ruibo Song, Ming Qian, Lili Niu, Qiaofeng Jin, Hairong Zheng:
Multi-component hemodynamic measurement in flexible vascular phantom using echo particle image velocimetry. BMEI 2011: 404-407 - [c5]WeiRui Cai, Hui Wang, Wenhui Huang, Yiu-Cho Chung, Lijuan Zhang, Chao Zou, Hairong Zheng:
Performance evaluation of a prototype pneumatic driver for MR elastography by MR elastography. BMEI 2011: 430-433 - [c4]Ming Qian, Ruibo Song, Lili Niu, Liping Chen, Hairong Zheng:
Two-dimensional flow study in a stenotic artery phantom using ultrasonic particle image velocimetry. EMBC 2011: 563-566 - [c3]Fei Yan, Qiaofeng Jin, Xin Liu, Hairong Zheng:
Non-invasive assessment for endothelial CD81 expression via targeted microbubbles. EMBC 2011: 7223-7225 - 2010
- [j2]Zhanli Hu, Jing Zou, Jianbao Gui, Junyan Rong, Yanming Li, Dongxing Xi, Hairong Zheng:
Real-Time Visualization and Interaction of Three-dimensional Human CT Images. J. Comput. 5(9): 1335-1342 (2010) - [j1]Yakang Dai, Jie Tian, Di Dong, Guorui Yan, Hairong Zheng:
Real-Time Visualized Freehand 3D Ultrasound Reconstruction Based on GPU. IEEE Trans. Inf. Technol. Biomed. 14(6): 1338-1345 (2010)
2000 – 2009
- 2009
- [c2]Zhanli Hu, Hairong Zheng, Jianbao Gui:
A Novel Interactive Image Processing Approach for DICOM Medical Image Data. BMEI 2009: 1-4 - 2004
- [c1]Hairong Zheng, Osama M. Mukdadi, Hyoung Bum Kim, Jean R. Hertzberg, Robin Shandas:
Advantages in Using Multi-Frequency Driving to Enhance Ultrasound Contrast Microbubble Non-Linearities for Optimizing Echo Particle Image Velocimetry Techniques. ISBI 2004: 500-503
Coauthor Index
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