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Tao Han,Danni Ai*,Xinyu Li,Jingfan Fan,Hong Song,Yining Wang,Jian Yang,Coronary artery stenosis detection via proposal-shifted spatial-temporal transformer in X-ray angiography.Computers in Biology and Medicine,DOI10.1016/j.compbiomed.2023.106546.153:2023.
Jian Dai,Hong Song,Yunzhi Luo,Zhenwen Ren?,Jian Yang. Robust multi-view low-rank embedding clustering. Neural Computing and Applications. DOI:10.1007/s00521-022-08137-w.2022.
Xianqi Meng, Jingfan Fan, Hongwei Yu, Jinrong Mu, Zongyu Li, Aocai Yang, Bing Liu,Kuan Lv, Danni Ai, Yucong Lin, Hong Song, Tianyu Fu, Deqiang Xiao, Guolin Ma?, Jian Yang, Ying Gu?, Volume-awareness and outlier-suppression co-training for weakly-supervised MRI breast mass segmentation with partial annotations, Knowledge-Based Systems,DOI: 10.1016/j.knosys.2022.109988, 258: 109988, 2022.
Qiang Li, Hong Song*, Fengbo Yang , Zenghui Wei , Jingfan Fan , Danni Ai , Yucong Lin ,Xiaoling Yu* , and Jian Yang. Densely Connected U-Net with Criss-Cross Attention for Automatic Liver Tumor Segmentation in CT Images. IEEE/ACM Transactions on Computational Biology and Bioinformatics .DOI 10.1109/TCBB.2022.3198425.99:1-12.2022.
Chan Wu, Tianyu Fu, Xinyu Chen, Jian Xiao, Danni Ai, Jingfan Fan, Yucong Lin, Hong Song, Jian Yang, Automatic spatial calibration of freehand ultrasound probe with a multilayer N-wire phantom.Ultrasonics.DOI：10.1016/j.ultras.2022.106862.128:2022.
Yifan Wang, Tianyu Fu, Yan Wang, Deqiang Xiao, Yucong Lin, Jingfan Fan, Hong Song, Fangyi Liu, Jian Yang.Multi3: Multi-templates Siamese network with Multi-peaks detection and Multi-features refinement for target tracking in ultrasound image sequences, Physics in Medicine and Biology.DOI10.1088/1361-6560/ac9032.67(19):2022.
Wenjie Li, Jingfan Fan, Shaowen Li, Zhao Zheng, Zhaorui Tian, Danni Ai, Hong Song, Xiaohong Chen, Jian Yang.An Incremental Registration Method for Endoscopic Sinus and Skull Base Surgery Navigation: From Phantom Study to Clinical Trials. Medical Physics. DOI10.1002/mp.15941.2022.
Shiyuan Liu,Jingfan Fan,Danni Ai,Hong Song,Tianyu,Fu,Yongtian Wang,and Jian Yang,Feature Matching for Texture-less Endoscopy Image via Superpixel Vector Field Consistency, Biomedical Optics Express .DOI: 10.1364/BOE.450259. 13(4):p2247-2265,2022.
Wenjie Li, Jingfan Fan,Yating Li,Pengcheng Hao,Yucong Lin,Tianyu Fu,Danni Ai, Hong Song,and Jian Yang,Endoscopy Image Enhancement Method by Generalized Imaging Defect Models based Adversarial Training, Physics in Medicine and Biology .DOI: 10.1088/1361-6560/ac6724. 67(9):2022.
Shiyuan Liu,Jingfan Fan,Dengpan Song,Tianyu Fu,Yucong Lin,Deqiang Xiao, Hong Song,Yongtian Wang,and Jian Yang, Joint Estimation of Depth and Motion from Monocular Endoscopy Image Sequence using Multi-loss Rebalancing Network. Biomedical Optics Express. DOI:10.1364/BOE.457475, 13(5):p2707-2727,2022.
Long Shao, Shuo Yang, Tianyu Fu, Yucong Lin, Haixiao Geng, Danni Ai, Jingfan Fan, Hong Song, Tao Zhang, Jian Yang. Augmented reality calibration using feature triangulation iteration-based registration for surgical navigation. Computers in Biology and Medicine, DOI:10.1016/j.compbiomed. 2022. 105826. 148:2022.
Qing Guo, Hong Song, Jingfan Fan, Danni Ai, Yuanjin Gao, Xiaoling Yu, Jian Yang.PortalVein and Hepatic Vein Segmentation in Multi-Phase MR Images Using Flow-Guided Change Detection. IEEE Transactions on Image Processing. DOI: 10.1109/TIP.2022.3157136. 31: 2503-2517,2022.
Long Shao,Tianyu Fu,Zhao Zheng,Zehua Zhao,Lele Ding,Jingfan Fan,Hong Song,Tao Zhang,Jian Yang, Augmented reality navigation with real-time tracking for facial repair surgery, International Journal of Computer Assisted Radiology and Surgery, DOI:10.1007/s11548-022-02589-0,17(6):981-991,2022.
Tao Han, Danni Ai, Yining Wang, Yonglin Bian, Ruirui An, Jingfan Fan, Hong Song, Hongzhi Xie, Jian Yang, Recursive Centerline- and Direction-Aware Joint Learning Network with Ensemble Strategy for Vessel Segmentation in X-ray Angiography Images, Computer Methods and Programs in Biomedicine,DOI: 10.1016/j.cmpb.2022.106787,220: 2022.
Chan Wu, Tianyu Fu, Yifan Wang, Yucong Lin, Yan Wang,Danni Ai, Jingfan Fan, Hong Song, Jian Yang,Fusion Siamese Network with Drift Correction for Target Tracking in Ultrasound Sequences, Physics in Medicine and Biology,DOI: 10.1088/1361-6560/ac4fa1,67(4):045018,2022.
Xutao Weng, Hong Song, TianyuFu, Yuanjin Gao, Jingfan Fan, Danni Ai, Yucong Lin, Jian Yang, An optimal ablation time prediction model based on minimizing the relapse risk，Computer Methods and Programs in Biomedicine, DOI:10.1016/j.cmpb.2021.106438, 212:106438, 2021.
Tao Han,Danni Ai,Ruirui An,Jingfan Fan,Hong Song,Yining Wang and Jian Yang,Ordered multi-path propagation for vessel centerline extraction, Physics in Medicine & Biology, DOI: 10.1088/1361-6560/ac0d8e. 66(15):155004,2021.
Wenjie Li, Jingfan Fan, Shaowen Li, Zhaorui Tian, Zhao Zheng, Danni Ai, Hong Song and Jian Yang, Calibrating 3D Scanner in theCoordinate System of Optical Tracker for lmage-To-Patient Registration, Frontiers in Neurorobotics, DOI: 10.3389/fnbot.2021.636772, 15:636772. 2021,
Long Shao,Heng Li, Xinxin Liu,Yanjun Wang,Liujia Shi,Danni Ai, Jingfan Fan,Hong Song, Hong Zhang and Jian Yang, Quantitative analysis of bony birth canal for periacetabular osteotomy patient by template fitting, Physics in Medicine & Biology, DOI: 10.1088/1361-6560/abcb22,66(2):025007,2021.
Wenjie Li, Jingfan Fan, Shaowen Li, Zhaorui Tian, Danni Ai, Hong Song, Jian Yang, Homography-based Robust Pose Compensation and Fusion Imaging for Augmented Reality based Endoscopic Navigation System, Computers in Biology and Medicine, DOI:10.1016/j.compbiomed.2021.104864 ,138: 104864, 2021.
Jiahui Dong,Tianyu Fu,Yucong Lin,Qiaoling Deng,Jingfan Fan,Hong Song, Zhigang Cheng, Ping Liang, Yongtian Wang, Jian Yang, Hole-Filling based on Content Loss Indexed 3D Partial Convolution Network for Freehand Ultrasound Reconstruction,Computer Methods and Programs in Biomedicine, DOI:10.1016/j.cmpb.2021.106421,211:106421, 2021.
Wen-gao Lu, Danni Ai, Hong Song, Yuan Xie, Shuqing Liu, Wuyang Zhu, Jian Yang. Epidemiological and numerical simulation of rabies spreading from canines to various human populations in mainland China. PLoS Neglected Tropical Diseases, DOI:10.1371/journal.pntd.0009527,15 (7):e0009527, 2021.
Wenjie Li,Jingfan Fan,Zhaorui Tian,Zhao Zheng,Danni Ai,Hong Song,Jian Yang, Calibrating 3D Scanner in the Coordinate System of Optical Tracker for Image-To-Patient Registration, Frontiers in Neurorobotics, DOI:10.3389/fnbot.2021.636772,15:636772, 2021.
Jiahui Dong, Danni Ai, Jingfan Fan, Qiaoling Deng, Hong Song, Zhigang Cheng, Ping Liang, Yongtian Wang, Jian Yang, Local-global active contour model based on tensor-based representation for 3D ultrasound vessel segmentation, Physics in Medicine & Biology, DOI:10.1088/1361-6560/abfc92, 66 (11):115017, 2021.
Kun Pang, Danni Ai, Huihui Fang, Jingfan Fan, Hong Song, Jian Yang, Stenosis-DetNet: Sequence Consistency-based Stenosis Detection for X-ray Coronary Angiography, Computerized Medical Imaging and Graphics, DOI:10.1016/j.compmedimag.2021.101900,89: 101900, 2021.
Jian Dai, Zhenwen Ren, Yunzhi Luo, Hong Song, Jian Yang, Multi-view Clustering with Latent Low-rank Proxy Graph Learning, Cognitive Computation, DOI: 10.1007/s12559-021-09889-8,13(4):1049-1060, 2021.
Yan Zhang, Yifei Li, Youyong Kong, Jiasong Wu, Jian Yang, Huazhong Shu, Gouenou Coatrieux, GSCFN: A graph self-construction and fusion network for semi- supervised brain tissue segmentation in MRI, Neurocomputing, DOI:10.1016/j.neucom.2021.05.047, 455:23-37,
Muhammad Asif, Lei Chen, Hong Song, Jian Yang, Alejandro F Frangi, “An automatic framework for endoscopic image restoration and enhancement,” Applied Intelligence, DOI: 10.1007/s10489-020-01923-w,51(4):p1959-1971,2020.
Hong Song, Lei Chen,Yutao Cui, Qiang Li,Qi Wang, Jingfan Fan,Jian Yang,Le Zhang, Denoising of MR and CT Images Using Cascaded Multi-Supervision Convolutional Neural Networks with Progressive Training, Neurocomputing, DOI:10.1016/j.neucom.2020.10.118, 469:354-365,2020.
Jian Yang, Jianjun Zhu, Daniel Y. Sze, Li Cui, Xiaohui Li, Yanhua Bai, Danni Ai, Jingfan Fan, Hong Song, Feng Duan, Feasibility of Augmented Reality-Guided Transjugular Intrahepatic Portosystemic Shunt, Journal of Vascular and Interventional Radiology, DOI:10.1016/j.jvir.2020.07.025 ,31(12): 2098-2103, 2020.
Muhammad Asif, Hong Song, Lei Chen, JianYang, Alejandro Frangi, Intrinsic layer based automatic specular reflection detection in endoscopic images, Computers in Biology and Medicine, DOI:10.1016/j.compbiomed.2020.104106,128:104106, 2020.
Lei Chen,Qiang Li,Hong Song,Ruiqi Gao, Jian Yang,Weimin Dang,Weimin Dang, Classification of schizophrenia using general linear model and support vector machine via fNIRS, Physical and Engineering Sciences in Medicine, DOI: 10.1007/s13246-020-00920-0,43(4):1151-1160, 2020.
Danni Ai, Zhiqi Zhao, Jingfan Fan, Hong Song, Xiaoxia Qu, Junfang Xian, Jian Yang, Spatial Probabilistic Distribution Map based Two-channel 3D U-Net for Visual Pathway Segmentation, Pattern Recognition Letters, DOI:10.1016/j.patrec.2020.09.003,138:601-607, 2020.
Huihui Fang, Heng Li, Shuang Song, Kun Pang, Danni Ai, Jingfan Fan, Hong Song, Yang Yu, Jian Yang, Motion-flow-guided Recurrent Network for Respiratory Signal Estimation of X-ray Angiographic Image Sequences, Physics in Medicine and Biology, DOI:10.1088/1361-6560/aba087,65(24): 2020.
Tianyu Fu, Jian Yang, Qin Li, Danni Ai, Hong Song, Yurong Jiang, Yongtian Wang, Alejandro F. Frangi, Groupwise Registration with Global-local Graph Shrinkage in Atlas Construction, Medical Image Analysis, DOI:10.1016/j.media.2020.101711,64: 2020.
Yakui Chu, Xilin Yang, Heng Li, Danni Ai, Yuan Ding, Jingfan Fan, Hong Song, Jian Yang, Multi-Level Feature Aggregation Network for Instrument Identification of Endoscopic Image, Physics in Medicine and Biology, DOI: 10.1088/1361-6560/ab8dda, 65(16): 165004,2020.
Lei Chen, Yutao Cui, Hong Song, Bingxuan Huang, Jian Yang, Di Zhao, Bei Xia, Femoral head segmentation based on improved fully convolutional neural network for ultrasound images, Signal Image and Video Processing, DOI: 10.1007/s11760-020-01637-z, 14(5):2020.
Chuanchao Wu, Zhengyu Qiao, Nan Zhang, Xiaochen Li, Jingfan Fan, Hong Song, Danni Ai, Jian Yang, and Yong Huang, Phase unwrapping based on residual en-decoder network for phase images in Fourier domain Doppler optical coherence tomography, Biomedical Optics Express,DOI: 10.1364/BOE.386101, 11(4):1760-1771, 2020.
Jianjun Zhu, Jingfan Fan, Shuai Guo, Danni Ai, Hong Song, Cheng Wang, Shoujun Zhou, Jian Yang, Heuristic Tree Searching for Pose-independent 3D/2D Rigid Registration of Vessel Structures, Physics in Medicine and Biology, DOI: 10.1088/1361-6560/ab6b43,65(5):055010,2020.
Lei Chen, Hong Song, Chi Wang, Yutao Cui, Jian Yang, Xiaohua Hu, Le Zhang, Liver tumor segmentation in CT volumes using an adversarial densely connected network, BMC Bioinformatics, DOI:10.1186/s12859-019-3069-x ,20:587(2019), 2019.
Ruirui Kang, Danni Ai, Gangrong Qu, Qingbo Li, Yurong Jiang, Yong Huang, Hong Song, Yongtian Wang, Jian Yang, Prior Information Constrained Alternating Direction Method of Multipliers for Longitudinal Compressive Sensing MR Imaging, Neurocomputing, DOI: 10.1016/j.neucom.2019.09.057 ,376 (2020):128-140, 2019.
Danni Ai, Dingkun Liu, Yifan Wang, Tianyu Fu, Yong Huang, Yurong Jiang, Song Hong, Yongtian Wang, Jian Yang, Non-rigid Registration for Tracking Incompressible Soft Tissues with Sliding Motion, Medical Physics, DOI: 10.1002/mp.13694,46(11):4923-4939,2019.
Jingfan Fan, Jian Yang, Yachen Wang, Siyuan Yang, Danni Ai, Yong Huang, Hong Song, Yongtian Wang, Dinggang Shen, Deep Feature Descriptor Based Hierarchical Dense Matching for X-ray Angiographic Images, Computer Methods and Programs in Biomedicine, DOI:10.1016/j.cmpb.2019.04.006,175:233-242, 2019.
Jingliang Zhao, Danni Ai, Yang Yang, Hong Song, Yong Huang, Yongtian Wang, Jian Yang, Deep Feature Regression (DFR) for 3D Vessel Segmentation, Physics in Medicine and Biology, DOI:10.1088/1361-6560/ab0eee, 64(11):115006,2019.
Huihui Fang, Jianjun Zhu, Danni Ai, Yong Huang, Yurong Jiang, Hong Song, Yongtian Wang, Jian Yang, Greedy Soft Matching for Vascular Tracking of Coronary Angiographic Image Sequences, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT. 2019.2903883,30(5):1466-1480,2019.
Jiahui Dong, Jian Yang, Weijian Cong, Danni Ai, Yakui Chu, Yong Huang, Hong Song, Yurong Jiang, Yongtian Wang, Multi-Resolution Cube Propagation for 3D Ultrasound Image Reconstruction, IEEE Transactions on Computational Imaging, DOI:10.1109/TCI.2019.2891392. 5(2): 2333-9403, 2019.
Chuanchao Wu, Yingxiong Xie, Long Shao, Jian Yang, Danni Ai, Hong Song, Yongtian Wang, and Yong Huang, Automatic boundary segmentation of vascular Doppler optical coherence tomography images based on cascaded U-net architecture, OSA Continuum, DOI:10.1364/OSAC.2.000677.2(3):p677-689, 2019
Mubashir Ahmad, Danni Ai, Guiwang Xie, Syed Furqan Qadri, Hong Song, Yong Huang, Yongtian Wang, Jian Yang, Deep Belief Network Modelling for Automatic Liver Segmentation, IEEE Access, DOI: 10.1109/ACCESS.2019.2896961,7:20585-20595, 2019.
Jingliang Zhao, Danni Ai, Yong Huang, Hong Song, Yongtian Wang, Jian Yang, Quantitation of Vascular Morphology by Directed Graph Construction, IEEE Access, DOI: 10.1109/ACCESS.2019.2895865 ,7:21609-21622, 2019.
Huihui Fang, Danni Ai, Weijian Cong, Siyuan Yang, Jianjun Zhu, Yong Huang, Hong Song, Yongtian Wang, Jian Yang, Topology Optimization using Multiple-possibility Fusion for Vasculature Extraction, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2019. 2892986, 30(2):442-456,2019.
Shuang Song, JianYang, Danni Ai, Chenbing Du, Yong Huang, Hong Song, Luosha Zhang, Yechen Han, Yongtian Wang, Alejandro F. Frangi, Patch-based Adaptive Background Subtraction for Vascular Enhancement in X-ray Cineangiograms, IEEE Journal of Biomedical and Health Informatics,DOI: 10.1109/JBHI.2019.2892072, 23(6): 2563-2575, 2019.
Xiaoxia Qu, Jian Yang, Ljiljana Plati?a, Asli Kumcu, Danni Ai, Bart Goossens, Tingzhu Bai, Yongtian Wang, Jing Sui, Karel Deblaere and Wilfried Philips, Multiple Classifier Fusion and Optimization for Automatic Focal Cortical Dysplasia Detection on Magnetic Resonance Images, IEEE Access, DOI: 10.1109/ACCESS.2018.2883583, 6:73786-73801,2018.
Yakui Chu, Xu Li, Xilin Yang, Danni Ai, Yong Huang, Hong Song, Yurong Jiang, Yongtian Wang, Xiaohong Chen, and Jian Yang, Perception Enhancement Using Importance-driven Hybrid Rendering for Augmented Reality based Endoscopic Surgical Navigation, Biomedical Optics Express, DOI: 10.1364/BOE.9.005205 ,9(11):5205-5226, 2018.
Shizhao Peng, Yuanzhen Jiang, Kailing Zhang, Chuanchao Wu, Danni Ai, Jian Yang, Yongtian Wang, Yong Huang, Cooperative Three-View Imaging Optical Coherence Tomography for Intraoperative Vascular Evaluation, Applied Sciences, DOI: 10.3390/app8091551 ,8(9):1551, 2018.
Jingfan Fan, Jian Yang, Yachen Wang, Siyuan Yang, Danni Ai, Yong Huang, Hong Song, Aimin Hao, and Yongtian Wang, Multichannel Fully Convolutional Network for Coronary Artery Segmentation in X-ray Angiograms, IEEE Access, DOI:10.1109/ACCESS.2018.2864592, 6: 44635-44643, 2018.
Jingliang Zhao, Jian Yang, Danni Ai, Hong Song, Yurong Jiang, Yong Huang, Luosha Zhang, Yongtian Wang, Automatic Retinal Vessel Segmentation Using Multi-scale Superpixel Chain Tracking, Digital Signal Processing, DOI: 10.1016/j.dsp.2018.06.006,81:26-42, 2018.
Chan Wu, Jian Yang, Jianjun Zhu, Weijian Cong, Danni Ai, Hong Song, Xiaohui Liang, Yongtian Wang, Hybrid Constraint Optimization for 3D Subcutaneous Vein Reconstruction by Near-infrared Images, Computer Methods and Programs in Biomedicine, DOI: 10.1016/j.cmpb.2018.06.008 ,163:123-133, 2018.
Xinxin Liu, Jian Yang, Shuang Song, Hong Song, Danni Ai, Jianjun Zhu, Yurong Jiang; Yongtian Wang, Multi-layer cube sampling Yurong Jiang, Yongtian Wang, Multi-Layer Cube Sampling for Liver Boundary Detection in PET-CT Images, Australasian Physical & Engineering Sciences in Medicine, DOI: 10.1007/s13246-018-0650-y ,41(2): 495~505, 2018.
Jianjun Zhu, Jian Yang, Jingfan Fan, Danni Ai, Yurong Jiang, Hong Song, Yongtian Wang, Accurate Measurement of Granary Stockpile Volume Based on Fast Registration of Multi-station Scans, Remote Sensing Letters, DOI: 10.1080/2150704X.2018.1452060 ,9(6):569~577, 2018.
Tianyu Fu, Qin Li, Jianjun Zhu, Danni Ai, Yong Huang, Hong Song, Yurong Jiang, Yongtian Wang, Jian Yang, Sparse Deformation Prediction using Markove Decision Processes (MDP) for Non-rigid Registration of MR Image, Computer Methods and Programs in Biomedicine, DOI: 10.1016/j.cmpb.2018.04.024 ,162:47-59, 2018.
Songyuan Tang, Weijian Cong, Jian Yang, Tianyu Fu, Hong Song, Danni Ai and Yongtian Wang, Local Statistical Deformation Models for Deformable Image Registration, Neurocomputing, DOI: 10.1016/j.neucom.2018.03.039 ,303: 1~10, 2018.
Jingfan Fan, Jian Yang, Chan Wu, Danni Ai, Hong Song, Aimin Hao and Yongtian Wang, Multiple Features Decomposition for Subcutaneous Vein Extraction and Measurement, IEEE Access, DOI: 10.1109/ACCESS.2018.2799423 ,6: 11265~11277, 2018.
Hong Song, Lei Chen, RuiQi Gao, Iordachescu Bogdan, Jian Yang, Shuliang Wang, Shuliang Wang, Wentian Dong, Wenxiang Quan, Weimin Dang, Xin Yu, Automatic schizophrenic discrimination on fNIRS by using complex brain network analysis and SVM, BMC Medical Informatics and Decision Making, 17(3):166, 2017.
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