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Journal Articles
- 2025
[j38]Shuaishuai Ma
, Jidong Lv, Wenjie Li, Yan Liu, Ling Zou, Yakang Dai:
FBATCNet: A Temporal Convolutional Network With Frequency Band Attention for Decoding Motor Imagery EEG. IEEE Access 13: 11265-11279 (2025)- [j37]Jingbo He, Bo Peng, Shihui Ying, Juncheng Li, Yakang Dai, Jun Shi:
Dual-Domain Spatial-Temporal reconstruction network for reconstruction of cine CMR. Biomed. Signal Process. Control. 107: 107836 (2025) - [j36]Zhiyong Zhou, Zheyuan Zhang, Jisu Hu, Yudong Zhang, Xianhai Mao, Chen Geng, Xusheng Qian, Bo Peng, Bin Dai, Yakang Dai:
JHN-Seg: Multi-scale vascular segmentation via Joint Hierarchical Morphology learning and noisy label refinement. Expert Syst. Appl. 285: 128096 (2025) - [j35]Chenchen Cheng, Yunbo Shi, Yan Liu, Bo You, Yuanfeng Zhou, Ardalan Aarabi, Yakang Dai:
Sparse Spike Feature Learning to Recognize Traceable Interictal Epileptiform Spikes. Int. J. Neural Syst. 35(2): 2450071:1-2450071:18 (2025) - [j34]Zhiyong Zhou, Zhechen Zhou, Xusheng Qian, Jisu Hu, Bo Peng, Chen Geng, Bin Dai, He Huang, Wenbin Zhang, Yakang Dai:
BSA-Seg: A Bi-level sparse attention network combining narrow band loss for multi-target medical image segmentation. Neural Networks 188: 107431 (2025) - [j33]Ting Zhang, Yan Liu, Liantao Cheng, Erfang Ma, Siqi Zhang, Xiaolin Li, Dezhong Yao, Yakang Dai:
Three-Dimensional Electrode Model for EEG Forward Problem. IEEE Trans. Biomed. Eng. 72(4): 1473-1485 (2025) - 2024
- [j32]Tianyu Shi, Xiang Gu, Hui Bi, Jidong Lv, Yan Liu, Yakang Dai, Ling Zou:
A Study of Unilateral Upper Limb Fine Motor Imagery Decoding Using Frequency-Band Attention Network. IEEE Access 12: 32679-32692 (2024) - [j31]Chunxing Li, Jisu Hu, Zhiyuan Zhang, Chaogang Wei, Tong Chen, Ximing Wang, Yakang Dai, Junkang Shen:
Biparametric MRI of the prostate radiomics model for prediction of pelvic lymph node metastasis in prostate cancers : a two-centre study. BMC Medical Imaging 24(1): 185 (2024) - [j30]Xusheng Qian, Jisu Hu, Yi Zheng, He Huang, Zhiyong Zhou, Yakang Dai:
Safe dynamic sparse training of modified RBF networks for joint feature selection and classification. Neurocomputing 600: 128150 (2024) - [j29]Zhiyong Zhou, Pengfei Yin, Yuhang Liu, Jisu Hu, Xusheng Qian, Guangqiang Chen, Chunhong Hu, Yakang Dai:
Uncertain prediction of deformable image registration on lung CT using multi-category features and supervised learning. Medical Biol. Eng. Comput. 62(9): 2669-2686 (2024) - [j28]Ting Zhang, Yan Liu, Erfang Ma, Bo Peng, Ardalan Aarabi, Siqi Zhang, Ying Hu, Jing Xiang, Yakang Dai:
Flexible-Center Hat Complete Electrode Model for EEG Forward Problem. IEEE Trans. Biomed. Eng. 71(8): 2287-2299 (2024) - 2023
- [j27]Chunying Pang, Yu Zhang, Zeyu Xue, Jian Bao, Bing Keong Li, Yan Liu, Yuqi Liu, Mao Sheng, Bo Peng, Yakang Dai:
Improving model robustness via enhanced feature representation and sample distribution based on cascaded classifiers for computer-aided diagnosis of brain disease. Biomed. Signal Process. Control. 79(Part): 104047 (2023) - [j26]Zhiyong Zhou, Shuaikun Wang, Jisu Hu, Anqi Liu, Xusheng Qian, Chen Geng, Jian Zheng, Guangqiang Chen, Jiansong Ji, Yakang Dai:
Unsupervised registration for liver CT-MR images based on the multiscale integrated spatial-weight module and dual similarity guidance. Comput. Medical Imaging Graph. 108: 102260 (2023) - 2022
- [j25]Yuzhu Cao, Tianxiao Fu, Luwen Duan, Yakang Dai, Lun Gong, Weiwei Cao, Desen Liu, Xiaodong Yang, Xinye Ni, Jian Zheng:
CDFRegNet: A cross-domain fusion registration network for CT-to-CBCT image registration. Comput. Methods Programs Biomed. 224: 107025 (2022) - [j24]Chenchen Cheng, Yuanfeng Zhou, Bo You, Yan Liu, Gao Fei, Liling Yang, Yakang Dai:
Multiview Feature Fusion Representation for Interictal Epileptiform Spikes Detection. Int. J. Neural Syst. 32(7): 2250014:1-2250014:20 (2022) - [j23]Siqi Zhang, Jihong Tang, Jing Huang, Guihai Suo, Zhiyong Zhou, Bo You, Yakang Dai, Yan Liu:
Whole-Brain Dynamic Resting-State Functional Network Analysis in Benign Epilepsy With Centrotemporal Spikes. IEEE J. Biomed. Health Informatics 26(8): 3813-3821 (2022) - 2021
- [j22]Weiwei Cao, Jian Zheng, Dehui Xiang, Saisai Ding, Haotian Sun, Xiaodong Yang, Zhaobang Liu, Yakang Dai:
Edge and neighborhood guidance network for 2D medical image segmentation. Biomed. Signal Process. Control. 69: 102856 (2021) - [j21]Chenchen Cheng, Bo You, Yan Liu, Yakang Dai:
Patient-specific method of sleep electroencephalography using wavelet packet transform and Bi-LSTM for epileptic seizure prediction. Biomed. Signal Process. Control. 70: 102963 (2021) - [j20]Qian Yu, Yang Gao, Yefeng Zheng, Jianbing Zhu, Yakang Dai, Yinghuan Shi:
Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation. Pattern Recognit. 113: 107756 (2021) - [j19]Siqi Zhang, Bo You, Xun Lang, Yuanfeng Zhou, Fulai An, Yakang Dai, Yan Liu:
Efficient Rejection of Artifacts for Short-Term Few-Channel EEG Based on Fast Adaptive Multidimensional Sub-Bands Blind Source Separation. IEEE Trans. Instrum. Meas. 70: 1-16 (2021) - 2020
- [j18]Lun Gong, Luwen Duan, Yakang Dai, Qi He, Siyang Zuo, Tianxiao Fu, Xiaodong Yang, Jian Zheng:
Locally Adaptive Total p-Variation Regularization for Non-Rigid Image Registration With Sliding Motion. IEEE Trans. Biomed. Eng. 67(9): 2560-2571 (2020) - 2019
- [j17]Yan Liu, Yakang Dai, Yuanfeng Zhou, Xun Lang, Yipeng Liu, Qian Zheng, Yanjiong Zhang, Xu Jiang, Li Zhang, Jihong Tang:
An Efficient and Robust Muscle Artifact Removal Method for Few-Channel EEG. IEEE Access 7: 176036-176050 (2019) - [j16]Qing Zhou, Zhiyong Zhou, Chunmiao Chen, Guohua Fan, Guangqiang Chen, Haiyan Heng, Jiansong Ji, Yakang Dai:
Grading of hepatocellular carcinoma using 3D SE-DenseNet in dynamic enhanced MR images. Comput. Biol. Medicine 107: 47-57 (2019) - [j15]Jun Shi, Zeyu Xue, Yakang Dai, Bo Peng, Yun Dong, Qi Zhang, Yingchun Zhang:
Cascaded Multi-Column RVFL+ Classifier for Single-Modal Neuroimaging-Based Diagnosis of Parkinson's Disease. IEEE Trans. Biomed. Eng. 66(8): 2362-2371 (2019) - [j14]Qian Yu, Yinghuan Shi, Jinquan Sun, Yang Gao, Jianbing Zhu, Yakang Dai:
Crossbar-Net: A Novel Convolutional Neural Network for Kidney Tumor Segmentation in CT Images. IEEE Trans. Image Process. 28(8): 4060-4074 (2019) - 2018
- [j13]Qing Zhang, Pingping Wang, Yan Liu, Bo Peng, Yufu Zhou, Zhiyong Zhou, Baotong Tong, Bensheng Qiu, Yishan Zheng, Yakang Dai:
A real-time wireless wearable electroencephalography system based on Support Vector Machine for encephalopathy daily monitoring. Int. J. Distributed Sens. Networks 14(5) (2018) - [j12]Jianlin Wang, He Huang, Xusheng Qian, Jinde Cao, Yakang Dai:
Sequence recognition of Chinese license plates. Neurocomputing 317: 149-158 (2018) - [j11]Bangming Gong, Jun Shi, Shihui Ying, Yakang Dai, Qi Zhang, Yun Dong, Hedi An, Yingchun Zhang:
Neuroimaging-based diagnosis of Parkinson's disease with deep neural mapping large margin distribution machine. Neurocomputing 320: 141-149 (2018) - 2017
- [j10]Zhiyong Zhou, Baotong Tong, Chen Geng, Jisu Hu, Jian Zheng, Yakang Dai:
Direct point-based registration for precise non-rigid surface matching using Student's-t mixture model. Biomed. Signal Process. Control. 33: 10-18 (2017) - [j9]Bo Peng, Jieru Lu, Aditya Saxena, Zhiyong Zhou, Tao Zhang, Suhong Wang, Yakang Dai:
Examining Brain Morphometry Associated with Self-Esteem in Young Adults Using Multilevel-ROI-Features-Based Classification Method. Frontiers Comput. Neurosci. 11: 37 (2017) - 2013
- [j8]Yakang Dai, Jian Zheng, Yue-Tao Yang, Duojie Kuai, Xiaodong Yang:
Volume-Rendering-Based Interactive 3D Measurement for Quantitative Analysis of 3D Medical Images. Comput. Math. Methods Medicine 2013: 804573:1-804573:9 (2013) - [j7]Yunhai Zhang, Bian Hu, Yakang Dai, Haomin Yang, Wei Huang, Xiaojun Xue, Fazhi Li, Xin Zhang, Chenyu Jiang, Fei Gao, Jian Chang:
A New Multichannel Spectral Imaging Laser Scanning Confocal Microscope. Comput. Math. Methods Medicine 2013: 890203:1-890203:8 (2013) - [j6]Jian Zheng, Pei-Rong Lu, Dehui Xiang, Yakang Dai, Zhaobang Liu, Duojie Kuai, Hui Xue, Yue-Tao Yang:
Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter. Comput. Math. Methods Medicine 2013: 927285:1-927285:7 (2013) - [j5]Yakang Dai, Feng Shi, Li Wang, Guorong Wu, Dinggang Shen:
iBEAT: A Toolbox for Infant Brain Magnetic Resonance Image Processing. Neuroinformatics 11(2): 211-225 (2013) - 2012
- [j4]Feng Shi, Li Wang, Yakang Dai, John H. Gilmore, Weili Lin, Dinggang Shen:
LABEL: Pediatric brain extraction using learning-based meta-algorithm. NeuroImage 62(3): 1975-1986 (2012) - 2010
- [j3]Guorui Yan, Jie Tian, Shouping Zhu, Chenghu Qin, Yakang Dai, Fei Yang, Di Dong, Ping Wu:
Fast katsevich algorithm based on GPU for helical cone-beam computed tomography. IEEE Trans. Inf. Technol. Biomed. 14(4): 1053-1061 (2010) - [j2]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) - 2008
- [j1]Jie Tian, Jian Xue, Yakang Dai, Jian Chen, Jian Zheng:
A Novel Software Platform for Medical Image Processing and Analyzing. IEEE Trans. Inf. Technol. Biomed. 12(6): 800-812 (2008)
Conference and Workshop Papers
- 2024
- [c18]Pengfei Yin, Jisu Hu, Xusheng Qian, Yakang Dai, Zhiyong Zhou:
CBCRnet: A Contrastive Learning-based Multi-modal Image Registration Via Bidirectional Cross-modal Attention. EMBC 2024: 1-4 - 2023
- [c17]Zhechen Zhou, Lang Cai, Pengfei Yin, Xusheng Qian, Yakang Dai, Zhiyong Zhou:
Narrow-band loss - a novel loss function focused on target boundary. EMBC 2023: 1-4 - 2022
- [c16]Zhenjia Gong, Bo Peng, Ao Shen, Yan Gong, Jingzhong Zhang, Song Lang, Yanwei Zhang, Linyu Xu, Hanqing Zheng, Yakang Dai, Chunying Pang:
Attention-Based Densely Connected Convolutional Network for Chromosome Classification. ICCAI 2022: 534-540 - 2021
- [c15]Zhiyong Zhou, Xusheng Qian, Jisu Hu, Jianbing Zhu, Chen Geng, Yakang Dai:
A new machine learning based user-friendly software platform for automatic radiomics modeling and analysis. EMBC 2021: 2810-2814 - [c14]Yu Zhang, Bo Peng, Zeyu Xue, Jian Bao, Bing Keong Li, Yan Liu, Yuqi Liu, Mao Sheng, Chunying Pang, Yakang Dai:
Self-Paced Learning and Privileged Information based Cascaded Multi-column Classification algorithm for ASD diagnosis. EMBC 2021: 3281-3284 - 2020
- [c13]Bo Peng, Xinying Yu, Xinwei Ma, Jianbing Zhu, Yakang Dai:
Self-paced learning based multi-kernel KRR for brain structure analysis in patients with different blood pressure levels. CISP-BMEI 2020: 169-174 - [c12]Yan Liu, Fulai An, Xun Lang, Yakang Dai:
Remove Motion Artifacts from Scalp Single Channel EEG based on Noise Assisted Least Square Multivariate Empirical Mode Decomposition. CISP-BMEI 2020: 568-573 - 2019
- [c11]Bo Peng, Aditya Saxena, Suhong Wang, Yakang Dai:
Enhancing the Representation of Multiple Anatomical Network for Young Adults with Self-Esteem Difference. CISP-BMEI 2019: 1-5 - [c10]Xinying Yu, Bo Peng, Jun Shi, Jianbin Zhu, Yakang Dai:
3D Convolutional Networks Based Automatic Diagnosis of Alzheimer's Disease Using Structural MRI. CISP-BMEI 2019: 1-6 - [c9]Yi Yang, Jianbing Zhu, Zhiyong Zhou, Yakang Dai, Xusheng Qian:
An Effective Radiomics Model for Noninvasive Discrimination of Fat-poor Angiomyolipoma from Clear Cell Renal Cell Carcinoma. SSCI 2019: 1551-1558 - 2018
- [c8]Yakang Dai, Yun Dong, Qi Zhang, Yingchun Zhang:
Transcranial Sonography Based Diagnosis Of Parkinson's Disease Via Cascaded Kernel RVFL+. EMBC 2018: 574-577 - 2016
- [c7]Bo Peng, Zhiyong Zhou, Chen Geng, Baotong Tong, Zhe Zhou, Tao Zhang, Yakang Dai:
Computer aided analysis of cognitive disorder in patients with Parkinsonism using machine learning method with multilevel ROI-based features. CISP-BMEI 2016: 1792-1796 - 2014
- [c6]Bo Peng, Gang Li, Zhiye Chen, Bin Lv, Dinggang Shen, Lin Ma, Yakang Dai:
Detection and analysis of T2DM biomarkers from brain MR images using BrainLab. BMEI 2014: 174-178 - [c5]Yakang Dai, Yunhai Zhang, Zhiyong Zhou, Haomin Yang, Xiaojun Xue:
Real-time True-color Volume Visualization of Multi-channel 3D CLSM Images Based on CUDA. IWBBIO 2014: 1686-1693 - 2012
- [c4]Yanrong Guo, Guorong Wu, Yakang Dai, Jianguo Jiang, Dinggang Shen:
Robust Anatomical Correspondence Detection by Graph Matching with Sparsity Constraint. MCV 2012: 20-28 - 2007
- [c3]Jian Xue, Jie Tian, Jian Chen, Yakang Dai:
An efficient out-of-core volume ray casting method for the visualization of large medical data sets. Image-Guided Procedures 2007: 650920 - 2006
- [c2]Jiangang Liu, Jie Tian, Yakang Dai:
Multi-modal Medical Image Registration Based on Adaptive Combination of Intensity and Gradient Field Mutual Information. EMBC 2006: 1429-1432 - [c1]Yakang Dai, Jie Tian, Jian Xue, Jiangang Liu:
A Qualitative and Quantitative Interaction Technique for Freehand 3D Ultrasound Imaging. EMBC 2006: 2750-2753
Informal and Other Publications
- 2021
- [i3]Meng Chen, Chen Geng, Dongdong Wang, Jiajun Zhang, Ruoyu Di, Fengmei Li, Zhiyong Zhou, Sirong Piao, Yuxin Li, Yakang Dai:
Deep Learning-based Segmentation of Cerebral Aneurysms in 3D TOF-MRA using Coarse-to-Fine Framework. CoRR abs/2110.13432 (2021) - 2020
- [i2]Qian Yu, Yinghuan Shi, Yefeng Zheng, Yang Gao, Jianbing Zhu, Yakang Dai:
Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation. CoRR abs/2004.01397 (2020) - 2018
- [i1]Qian Yu, Yinghuan Shi, Jinquan Sun, Yang Gao, Yakang Dai, Jianbing Zhu:
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images. CoRR abs/1804.10484 (2018)
Coauthor Index
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