FBATCNet: A Temporal Convolutional Network With Frequency Band Attention for Decoding Motor Imagery EEG - Shuaishuai Ma; Jidong Lv; Wenjie Li; Yan Liu; Ling Zou; Yakang Dai (IEEE Access, 2025)

Establishment of AI-assisted diagnosis of the infraorbital posterior ethmoid cells based on deep learning - Ting Ni; Xusheng Qian; Qiang Zeng; Yingying Ma; Ziran Xie; Yakang Dai; Zigang Che (BMC Medical Imaging, 2025)

Dual-Domain Spatial-Temporal reconstruction network for reconstruction of cine CMR - Jingbo He; Bo Peng; Shihui Ying; Juncheng Li; Yakang Dai; Jun Shi (Biomed. Signal Process. Control., 2025)

JHN-Seg: Multi-scale vascular segmentation via Joint Hierarchical Morphology learning and noisy label refinement - Zhiyong Zhou; Zheyuan Zhang; Jisu Hu; Yudong Zhang; Xianhai Mao; Chen Geng; Xusheng Qian; Bo Peng; Bin Dai; Yakang Dai (Expert Syst. Appl., 2025)

Sparse Spike Feature Learning to Recognize Traceable Interictal Epileptiform Spikes - Chenchen Cheng; Yunbo Shi; Yan Liu; Bo You; Yuanfeng Zhou; Ardalan Aarabi; Yakang Dai (Int. J. Neural Syst., 2025)

Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge - Iris N. Vos; Ynte M. Ruigrok; Edwin Bennink; Mireille R. E. Velthuis; Barbara Paic; Maud E. H. Ophelders; Myrthe A. D. Buser; Bas H. M. van der Velden; Chen Geng; Matthieu Coupet; Félix Dumais; Adrian Galdran; et al. (Medical Image Anal., 2025)

BSA-Seg: A Bi-level sparse attention network combining narrow band loss for multi-target medical image segmentation - Zhiyong Zhou; Zhechen Zhou; Xusheng Qian; Jisu Hu; Bo Peng; Chen Geng; Bin Dai; He Huang; Wenbin Zhang; Yakang Dai (Neural Networks, 2025)

Three-Dimensional Electrode Model for EEG Forward Problem - Ting Zhang; Yan Liu; Liantao Cheng; Erfang Ma; Siqi Zhang; Xiaolin Li; Dezhong Yao; Yakang Dai (IEEE Trans. Biomed. Eng., 2025)

A Study of Unilateral Upper Limb Fine Motor Imagery Decoding Using Frequency-Band Attention Network - Tianyu Shi; Xiang Gu; Hui Bi; Jidong Lv; Yan Liu; Yakang Dai; Ling Zou (IEEE Access, 2024)

Biparametric MRI of the prostate radiomics model for prediction of pelvic lymph node metastasis in prostate cancers : a two-centre study - Chunxing Li; Jisu Hu; Zhiyuan Zhang; Chaogang Wei; Tong Chen; Ximing Wang; Yakang Dai; Junkang Shen (BMC Medical Imaging, 2024)

Safe dynamic sparse training of modified RBF networks for joint feature selection and classification - Xusheng Qian; Jisu Hu; Yi Zheng; He Huang; Zhiyong Zhou; Yakang Dai (Neurocomputing, 2024)

Uncertain prediction of deformable image registration on lung CT using multi-category features and supervised learning - Zhiyong Zhou; Pengfei Yin; Yuhang Liu; Jisu Hu; Xusheng Qian; Guangqiang Chen; Chunhong Hu; Yakang Dai (Medical Biol. Eng. Comput., 2024)

Flexible-Center Hat Complete Electrode Model for EEG Forward Problem - Ting Zhang; Yan Liu; Erfang Ma; Bo Peng; Ardalan Aarabi; Siqi Zhang; Ying Hu; Jing Xiang; Yakang Dai (IEEE Trans. Biomed. Eng., 2024)

CBCRnet: A Contrastive Learning-based Multi-modal Image Registration Via Bidirectional Cross-modal Attention - Pengfei Yin; Jisu Hu; Xusheng Qian; Yakang Dai; Zhiyong Zhou (46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, Orlando, FL, USA, July 15-19, 2024, 2024)

Improving model robustness via enhanced feature representation and sample distribution based on cascaded classifiers for computer-aided diagnosis of brain disease - Chunying Pang; Yu Zhang; Zeyu Xue; Jian Bao; Bing Keong Li; Yan Liu; Yuqi Liu; Mao Sheng; Bo Peng; Yakang Dai (Biomed. Signal Process. Control., 2023)

Unsupervised registration for liver CT-MR images based on the multiscale integrated spatial-weight module and dual similarity guidance - Zhiyong Zhou; Shuaikun Wang; Jisu Hu; Anqi Liu; Xusheng Qian; Chen Geng; Jian Zheng; Guangqiang Chen; Jiansong Ji; Yakang Dai (Comput. Medical Imaging Graph., 2023)

Narrow-band loss - a novel loss function focused on target boundary - Zhechen Zhou; Lang Cai; Pengfei Yin; Xusheng Qian; Yakang Dai; Zhiyong Zhou (45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2023, Sydney, Australia, July 24-27, 2023, 2023)

CDFRegNet: A cross-domain fusion registration network for CT-to-CBCT image registration - Yuzhu Cao; Tianxiao Fu; Luwen Duan; Yakang Dai; Lun Gong; Weiwei Cao; Desen Liu; Xiaodong Yang; Xinye Ni; Jian Zheng (Comput. Methods Programs Biomed., 2022)

Multiview Feature Fusion Representation for Interictal Epileptiform Spikes Detection - Chenchen Cheng; Yuanfeng Zhou; Bo You; Yan Liu; Gao Fei; Liling Yang; Yakang Dai (Int. J. Neural Syst., 2022)

Whole-Brain Dynamic Resting-State Functional Network Analysis in Benign Epilepsy With Centrotemporal Spikes - Siqi Zhang; Jihong Tang; Jing Huang; Guihai Suo; Zhiyong Zhou; Bo You; Yakang Dai; Yan Liu (IEEE J. Biomed. Health Informatics, 2022)

Attention-Based Densely Connected Convolutional Network for Chromosome Classification - Zhenjia Gong; Bo Peng; Ao Shen; Yan Gong; Jingzhong Zhang; Song Lang; Yanwei Zhang; Linyu Xu; Hanqing Zheng; Yakang Dai; Chunying Pang (ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18 - 21, 2022, 2022)

Edge and neighborhood guidance network for 2D medical image segmentation - Weiwei Cao; Jian Zheng; Dehui Xiang; Saisai Ding; Haotian Sun; Xiaodong Yang; Zhaobang Liu; Yakang Dai (Biomed. Signal Process. Control., 2021)

Patient-specific method of sleep electroencephalography using wavelet packet transform and Bi-LSTM for epileptic seizure prediction - Chenchen Cheng; Bo You; Yan Liu; Yakang Dai (Biomed. Signal Process. Control., 2021)

Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation - Qian Yu; Yang Gao; Yefeng Zheng; Jianbing Zhu; Yakang Dai; Yinghuan Shi (Pattern Recognit., 2021)

Efficient Rejection of Artifacts for Short-Term Few-Channel EEG Based on Fast Adaptive Multidimensional Sub-Bands Blind Source Separation - Siqi Zhang; Bo You; Xun Lang; Yuanfeng Zhou; Fulai An; Yakang Dai; Yan Liu (IEEE Trans. Instrum. Meas., 2021)

A new machine learning based user-friendly software platform for automatic radiomics modeling and analysis - Zhiyong Zhou; Xusheng Qian; Jisu Hu; Jianbing Zhu; Chen Geng; Yakang Dai (43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021, 2021)

Self-Paced Learning and Privileged Information based Cascaded Multi-column Classification algorithm for ASD diagnosis - Yu Zhang; Bo Peng; Zeyu Xue; Jian Bao; Bing Keong Li; Yan Liu; Yuqi Liu; Mao Sheng; Chunying Pang; Yakang Dai (43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021, 2021)

Deep Learning-based Segmentation of Cerebral Aneurysms in 3D TOF-MRA using Coarse-to-Fine Framework - Meng Chen; Chen Geng; Dongdong Wang; Jiajun Zhang; Ruoyu Di; Fengmei Li; Zhiyong Zhou; Sirong Piao; Yuxin Li; Yakang Dai (CoRR, 2021)

Locally Adaptive Total p-Variation Regularization for Non-Rigid Image Registration With Sliding Motion - Lun Gong; Luwen Duan; Yakang Dai; Qi He; Siyang Zuo; Tianxiao Fu; Xiaodong Yang; Jian Zheng (IEEE Trans. Biomed. Eng., 2020)

Self-paced learning based multi-kernel KRR for brain structure analysis in patients with different blood pressure levels - Bo Peng; Xinying Yu; Xinwei Ma; Jianbing Zhu; Yakang Dai (13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2020, Chengdu, China, October 17-19, 2020, 2020)

Remove Motion Artifacts from Scalp Single Channel EEG based on Noise Assisted Least Square Multivariate Empirical Mode Decomposition - Yan Liu; Fulai An; Xun Lang; Yakang Dai (13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2020, Chengdu, China, October 17-19, 2020, 2020)

Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation - Qian Yu; Yinghuan Shi; Yefeng Zheng; Yang Gao; Jianbing Zhu; Yakang Dai (CoRR, 2020)

An Efficient and Robust Muscle Artifact Removal Method for Few-Channel EEG - Yan Liu; Yakang Dai; Yuanfeng Zhou; Xun Lang; Yipeng Liu; Qian Zheng; Yanjiong Zhang; Xu Jiang; Li Zhang; Jihong Tang (IEEE Access, 2019)

Grading of hepatocellular carcinoma using 3D SE-DenseNet in dynamic enhanced MR images - Qing Zhou; Zhiyong Zhou; Chunmiao Chen; Guohua Fan; Guangqiang Chen; Haiyan Heng; Jiansong Ji; Yakang Dai (Comput. Biol. Medicine, 2019)

Cascaded Multi-Column RVFL+ Classifier for Single-Modal Neuroimaging-Based Diagnosis of Parkinson's Disease - Jun Shi; Zeyu Xue; Yakang Dai; Bo Peng; Yun Dong; Qi Zhang; Yingchun Zhang (IEEE Trans. Biomed. Eng., 2019)

Crossbar-Net: A Novel Convolutional Neural Network for Kidney Tumor Segmentation in CT Images - Qian Yu; Yinghuan Shi; Jinquan Sun; Yang Gao; Jianbing Zhu; Yakang Dai (IEEE Trans. Image Process., 2019)

Enhancing the Representation of Multiple Anatomical Network for Young Adults with Self-Esteem Difference - Bo Peng; Aditya Saxena; Suhong Wang; Yakang Dai (12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019, Suzhou, China, October 19-21, 2019, 2019)

3D Convolutional Networks Based Automatic Diagnosis of Alzheimer's Disease Using Structural MRI - Xinying Yu; Bo Peng; Jun Shi; Jianbin Zhu; Yakang Dai (12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019, Suzhou, China, October 19-21, 2019, 2019)

An Effective Radiomics Model for Noninvasive Discrimination of Fat-poor Angiomyolipoma from Clear Cell Renal Cell Carcinoma - Yi Yang; Jianbing Zhu; Zhiyong Zhou; Yakang Dai; Xusheng Qian (IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019, 2019)

A real-time wireless wearable electroencephalography system based on Support Vector Machine for encephalopathy daily monitoring - Qing Zhang; Pingping Wang; Yan Liu; Bo Peng; Yufu Zhou; Zhiyong Zhou; Baotong Tong; Bensheng Qiu; Yishan Zheng; Yakang Dai (Int. J. Distributed Sens. Networks, 2018)

Sequence recognition of Chinese license plates - Jianlin Wang; He Huang; Xusheng Qian; Jinde Cao; Yakang Dai (Neurocomputing, 2018)

Neuroimaging-based diagnosis of Parkinson's disease with deep neural mapping large margin distribution machine - Bangming Gong; Jun Shi; Shihui Ying; Yakang Dai; Qi Zhang; Yun Dong; Hedi An; Yingchun Zhang (Neurocomputing, 2018)

Transcranial Sonography Based Diagnosis Of Parkinson's Disease Via Cascaded Kernel RVFL+ - Yakang Dai; Yun Dong; Qi Zhang; Yingchun Zhang (40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018, Honolulu, HI, USA, July 18-21, 2018, 2018)

Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images - Qian Yu; Yinghuan Shi; Jinquan Sun; Yang Gao; Yakang Dai; Jianbing Zhu (CoRR, 2018)

Direct point-based registration for precise non-rigid surface matching using Student's-t mixture model - Zhiyong Zhou; Baotong Tong; Chen Geng; Jisu Hu; Jian Zheng; Yakang Dai (Biomed. Signal Process. Control., 2017)

Examining Brain Morphometry Associated with Self-Esteem in Young Adults Using Multilevel-ROI-Features-Based Classification Method - Bo Peng; Jieru Lu; Aditya Saxena; Zhiyong Zhou; Tao Zhang; Suhong Wang; Yakang Dai (Frontiers Comput. Neurosci., 2017)

Computer aided analysis of cognitive disorder in patients with Parkinsonism using machine learning method with multilevel ROI-based features - Bo Peng; Zhiyong Zhou; Chen Geng; Baotong Tong; Zhe Zhou; Tao Zhang; Yakang Dai (9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2016, Datong, China, October 15-17, 2016, 2016)

Detection and analysis of T2DM biomarkers from brain MR images using BrainLab - Bo Peng; Gang Li; Zhiye Chen; Bin Lv; Dinggang Shen; Lin Ma; Yakang Dai (7th International Conference on Biomedical Engineering and Informatics, BMEI 2014, Dalian, China, October 14-16, 2014, 2014)

Real-time True-color Volume Visualization of Multi-channel 3D CLSM Images Based on CUDA - Yakang Dai; Yunhai Zhang; Zhiyong Zhou; Haomin Yang; Xiaojun Xue (International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2014, Granada, Spain, April 7-9, 2014, 2014)

Volume-Rendering-Based Interactive 3D Measurement for Quantitative Analysis of 3D Medical Images - Yakang Dai; Jian Zheng; Yue-Tao Yang; Duojie Kuai; Xiaodong Yang (Comput. Math. Methods Medicine, 2013)

A New Multichannel Spectral Imaging Laser Scanning Confocal Microscope - Yunhai Zhang; Bian Hu; Yakang Dai; Haomin Yang; Wei Huang; Xiaojun Xue; Fazhi Li; Xin Zhang; Chenyu Jiang; Fei Gao; Jian Chang (Comput. Math. Methods Medicine, 2013)

Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter - Jian Zheng; Pei-Rong Lu; Dehui Xiang; Yakang Dai; Zhaobang Liu; Duojie Kuai; Hui Xue; Yue-Tao Yang (Comput. Math. Methods Medicine, 2013)

iBEAT: A Toolbox for Infant Brain Magnetic Resonance Image Processing - Yakang Dai; Feng Shi; Li Wang; Guorong Wu; Dinggang Shen (Neuroinformatics, 2013)

LABEL: Pediatric brain extraction using learning-based meta-algorithm - Feng Shi; Li Wang; Yakang Dai; John H. Gilmore; Weili Lin; Dinggang Shen (NeuroImage, 2012)

Robust Anatomical Correspondence Detection by Graph Matching with Sparsity Constraint - Yanrong Guo; Guorong Wu; Yakang Dai; Jianguo Jiang; Dinggang Shen (Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging - Second International MICCAI Workshop, MCV 2012, Nice, France, October 5, 2012, Revised Selected Papers, 2012)

Fast katsevich algorithm based on GPU for helical cone-beam computed tomography - Guorui Yan; Jie Tian; Shouping Zhu; Chenghu Qin; Yakang Dai; Fei Yang; Di Dong; Ping Wu (IEEE Trans. Inf. Technol. Biomed., 2010)

Real-Time Visualized Freehand 3D Ultrasound Reconstruction Based on GPU - Yakang Dai; Jie Tian; Di Dong; Guorui Yan; Hairong Zheng (IEEE Trans. Inf. Technol. Biomed., 2010)

A Novel Software Platform for Medical Image Processing and Analyzing - Jie Tian; Jian Xue; Yakang Dai; Jian Chen; Jian Zheng (IEEE Trans. Inf. Technol. Biomed., 2008)

An efficient out-of-core volume ray casting method for the visualization of large medical data sets - Jian Xue; Jie Tian; Jian Chen; Yakang Dai (Medical Imaging 2007: Visualization and Image-Guided Procedures, San Diego, CA, United States, 17-22 February 2007, 2007)

Multi-modal Medical Image Registration Based on Adaptive Combination of Intensity and Gradient Field Mutual Information - Jiangang Liu; Jie Tian; Yakang Dai (28th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2006, New York City, NY, USA, August 30 - September 3, 2006, Main Volume, 2006)

A Qualitative and Quantitative Interaction Technique for Freehand 3D Ultrasound Imaging - Yakang Dai; Jie Tian; Jian Xue; Jiangang Liu (28th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2006, New York City, NY, USA, August 30 - September 3, 2006, Main Volume, 2006)