科研成果
部分学术论文：
1. Wenbin Xu, Jizhong Liu*, Bing Fan. Automatic segmentation of brain glioma based on XY Net[J]. Medical & Biological Engineering & Computing, 2024, 62：153-166
2. Jiuxiang,Song Qiang Zhai, Chuang Wang, Jizhong Liu*. EEGGAN-Net: enhancing EEG signal classification through data augmentation. Frontiers in Human Neuroscience, 2024, (18): 1430086
3. Jiuxiang Song, Jizhong Liu*. ISMOTE: A More Accurate Alternative for SMOTE [J]. Neural Processing Letters, 2024, 56(240): 1-22
4. Jing Hua, Jiawen Zou, Fendong Zou, Jizhong Liu*. A multi-channel ECG signal deep compressive sensing method using Treeshaped Autoecoder based on multiscale feature fusion. Biomedical Signal Processing and Control, 2024, 94(106272)：1-13
5. Xu Wenbin, Qiang Zhai, Ji-zhong Liu*, Xu Xingyu, Hua Jing. A lightweight deep-learning model for parasite egg detection in microscopy images. Parasites & Vectors, 2024, 17, 454: 1-14（TOP期刊）
6. Qiang Zhai, Bing Fan, Bing Zhang, Jing-Hui Li, Ji-zhong Liu*. Automatic White Blood Cell Classification Based on Whole-Slide Images with a Deeply Aggregated Neural Network[J]. Journal of Medical and Biological Engineering, 2022, 42(1): 126-137
7. Mingxu Feng, Tianshu Fang, Chaozhu He, Mengqian Li, Jizhong Liu*. Affect and Stress Detection Based on Feature Fusion of LSTM and 1DCNN[J]. Computer Methods in Biomechanics and Biomedical Engineering，2023, 2188988: 1-9
8. Jing HUA, Jue RAO,Yingqiong PENG, Jizhong LIU*, Jianjun TANG*. Deep Compressive Sensing on ECG Signals with Modifified Inception Block and LSTM[J]. Entropy, 2022, 24(1024), e24081024:1-19
9. HUA Jing, LI Xingxiu, LIU Jizhong, TANG Jianjun*, RAO Jue, DENG Hong*. A novel arrhythmia classification of electrocardiogram signal based on modified HRNet and ECA[J]. Measurement Science and Technology, 2022, 33 (6), 065701: 1-13
10. Bing Zhang, Jizhong Liu*, Jianhua Wu*. Label consistent non-negative representation of ECG signals for automated recognition of cardiac arrhythmias[J]. Multimedia Tools and Applications, 2022，81(11): 16047-16065
11. Bing Zhang, Jizhong Liu*. Discriminative convolutional sparse coding of ECG signals for automated recognition of cardiac arrhythmias. Mathematics, 2022, 10(16), 2874: 1-21
12. Bing Zhang, Pengwen Xiong, Jizhong Liu*, Jianhua Wu*. Non-negative constrained dictionary learning for compressed sensing of ECG signals. Physiological Measurement, 2022, 43(9)，095005：1-18
13. Mingxu Feng, Jizhong Liu*. A pre-impact fall detection data segmentation method based on multi-channel convolutional neural network and class activation mapping[J]. Physiological Measurement, 2022, 43(8), 085008: 1-12
14. Ke Zhang, Wenbo Liu, Jinsha Zhang, Zengyong Li, Jizhong Liu*. A Fall Risk Assessment Mode for Community-Dwelling Elderly Individuals Based on Gait Parameters[J]. IEEE Access, 2023,11 (120857): 1-11
15. Xiangyang Li, Jiahui Yin, Huiyuan Li, Gongcheng Xu, Congcong Huo, Hui Xie, Wenhao Li, Jizhong Liu*, Zengyong Li*. Effects of Ordered Grasping Movement on Brain Function in the Performance Virtual Reality Task: A Near-Infrared Spectroscopy Study[J]. Frontiers in Human Neuroscience, 2022, 16 (798416): 1-13
16. Jiuxiang Song, Jizhong Liu*. Multi fidelity model based on synthetic minority over-sampling technique[J]. Multimedia Tools and Applications, 2023，1-17
17. Jiuxiang Song, Zhuoxian Chen, Yi Li, Jizhong Liu*. Teaching System of Hydraulic Transmission Combined with Virtual Reality Technology[J]. Information, 2023, 14(3), 147: 1-14
18. Jinhua Hong, Peng Cheng, Wei Chen, Jinhong Guo, Yulong Li, Jizhong Liu*. Theoretical Modeling and Experimental Studies of Ultra-Thin Chip Transfer in Laser-Induced Forward Transfer[J]. IEEE Transactions on Components, Packaging and Manufacturing Technology, 2022, 12(3): 570-577
19. Jinhua Hong, Peng Cheng, Jinhong Guo, Wei Chen, Yulong Li, Jizhong Liu*, Qinmiao Zhu, Jiankui Chen. The mechanism study of laser peeling of ultra-thin polyimide film from the transparent substrate [J]. Surfaces and Interfaces, 2023, 36 (102561): 1-9
20. Jinhua Hong, Yifan Jin, Yiwei Jin, Yulong Li, Jizhong Liu*, Jiankui Chen. Spread and retraction dynamics of droplet coalescence on a rectangular pixel for organic light-emitting diode inkjet printing[J]. Physics of Fluids, 2023, 35(072014): 1-12
21. Lei Chen, Jizhong Liu*, Lei Hu. Design of girth welding system based on tungsten inert gas welding[J]. International Journal of Advanced Robotic Systems, 2023, 1-11
22. Lei Chen, Jizhong Liu*. Optimisation and study of a welding process for aluminium and galvanised steel based on resistance welding[J]. Proceedings of the Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science. 2024, 12(1): 09544062241226792
23. Lei Chen, Jizhong Liu*. Research on Online Intelligent Welding System Based on Resistance Spot Welding of Aluminum Galvanized Steel,Advances in Mechanical Engineering,2024,16(3):1-18
24. Qiang Zhai, Chun Ye, Shuang Li, Jizhong Liu*, Zhiming Guo, Ruzhi Chang, Jing Hua*. Rice nitrogen nutrition monitoring classification method based on the convolution neural network model: Direct detection of rice nitrogen nutritional status[J]. Plos One, 2022, 17 (11), e0273360: 1-9
部分授权发明专利：
[1] 刘继忠，李继发，徐文斌. 一种基于改进灰狼算法优化的SVM心电信号识别方法. 发明专利，专利号：202011180394.5授权日期：2021.10.19
[2] 刘继忠，徐文斌，赵鹏.一种基于改进带通滤波器的压缩域心电信号质量评估方法. 发明专利，专利号：202011050724.9，授权日期：2024.02.09
[3] 刘继忠，朱昆，刘文博. 一种基于卷积稀疏编码的心电信号去噪方法. 发明专利，专利号：202310875935.3， 授权日期：2024.09. 09
[4] 刘继忠，朱昆，刘文博. 一种基于改进近似消息传递的心电信号重构方法. 发明专利，专利号：202310875944.2，授权日期：2024.11.15
[5] 刘继忠，冯明旭. 一种用于跌倒防护系统的数据分割方法. 发明专利，专利号：202210157764.6，授权日期：2023.12.08
[6] 刘继忠，翟强，李爽，李敬会，李新颖，徐文斌. 白细胞分类模型用数据集的生成方法、系统及设备. 发明专利，专利号：202211617010.0，授权日期：2023.03.14
[7] 刘继忠，翟强，李爽，李敬会，李新颖，徐文斌. 白细胞分类计数方法、系统、存储介质及计算机设备. 发明专利，专利号：202310120811.4，授权日期：2023.05.09
[8] 刘继忠，程承，张冰. 一种基于3D双边对称的复杂桌面点云分割的方法. 发明专利，专利号：201811372772.2，授权日期：2023.03.24
[9] 刘继忠，景健洋. 一种基于模板匹配算法的目标检测方法. 发明专利，申请号：202310225563.X， 申请日期：2023.09.08授权日期：2024.09.26
[10] 冯明旭，刘继忠. 一种基于DTW算法和行走步态数据的手机身份验证方法. 发明专利，专利号：202110081760.X，授权日期：2022.03.22
[11] 冯明旭，刘继忠. 一种基于手机加速度传感器的行走步态信号预处理方法. 发明专利，专利号：202110012482.2，授权日期：2022.08.09
[12] 刘继忠，刘文博，张胜艳. 一种远程控制护理床用简易控制器. 发明专利，专利号：201810252148.2，授权日期：2023.12.21
[13] 刘文博，胡军，刘继忠. 一种铁路道岔有害空间防冻装置. 发明专利，专利号：201711111581.6，授权日期：2024.03.29