Jin He

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 50

Top Topics

Cardiovascular Disease

Pattern Recognition

Image Preprocessing

Top Venues

Publications

Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast. IEEE Trans. Instrum. Meas. 73 (2024)
Huaicheng Zhang, Wenhan Liu, Qianxi Guo, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG. Expert Syst. Appl. 244 (2024)
Jiguang Shi, Zhoutong Li, Wenhan Liu, Huaicheng Zhang, Deyu Luo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection. Inf. Sci. 677 (2024)
Huaicheng Zhang, Wenhan Liu, Deyu Luo, Jiguang Shi, Qianxi Guo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG. Inf. Sci. 677 (2024)
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms. Comput. Methods Programs Biomed. 254 (2024)
Huaicheng Zhang, Wenhan Liu, Zhoutong Li, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things. IEEE Internet Things J. 11 (7) (2024)
Huaicheng Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning. Biomed. Signal Process. Control. 94 (2024)
Yunan Zhao, Haomin Hou, Shuhao Zhang, Hao Wang, Sheng Chang, Qijun Huang, Jin He
A 28-GHz wideband power amplifier with dual-pole tuning superposition technique in 55-nm RF CMOS. Integr. 88 (2023)
Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC. Comput. Biol. Medicine 152 (2023)
Huaicheng Zhang, Wenhan Liu, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Ao Wu, Li Liu, Zifeng Wang, Shurong Pan, Jiangxue Huang, Qijun Huang, Jin He, Hao Wang, Sheng Chang
Graph machine learning framework for depicting wavefunction on interface. Mach. Learn. Sci. Technol. 4 (4) (2023)
Wenhan Liu, Zhoutong Li, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Dense lead contrast for self-supervised representation learning of multilead electrocardiograms. Inf. Sci. 634 (2023)
Yi Zeng, Hao Wang, Jin He, Qijun Huang, Sheng Chang
A Multi-Classification Hybrid Quantum Neural Network Using an All-Qubit Multi-Observable Measurement Strategy. Entropy 24 (3) (2022)
Wenhan Liu, Qianxi Guo, Xinwei Gao, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Lead Separation and Combination: A Novel Unsupervised 12-Lead ECG Feature Learning Framework for Internet of Medical Things. IEEE Internet Things J. 9 (23) (2022)
Wei Zhang, Dongqin Deng, Jialong Wan, Hao Wang, Sheng Chang, Qijun Huang, Jin He
A reconfigurable millimeter-wave wideband low-noise amplifier in 55-nm CMOS. Microelectron. J. 127 (2022)
Shuo Li, Junren Pan, Jin He, Zhiyuan Cao, Hao Wang, Sheng Chang, Qijun Huang
A 25-Gb/s inductorless SiGe BiCMOS receiver for 100-Gb/s optical links. Integr. 77 (2021)
Zhiri Tang, Ruohua Zhu, Ruihan Hu, Yanhua Chen, Edmond Qi Wu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Shanze Huang, Jin He, Shuo Li, Zhiyuan Cao, Jiankang Li
A 20-Gb/s wideband AGC amplifier with 26-dB dynamic range in 0.18-μm SiGe BiCMOS. Integr. 81 (2021)
Haomin Hou, Jin He, Junren Pan, Hao Wang, Sheng Chang, Qijun Huang, Yinxia Zhu
A K-band high-gain power amplifier with slow-wave transmission-line transformer in 130-nm RF CMOS. Int. J. Circuit Theory Appl. 49 (5) (2021)
Wenhan Liu, Fei Wang, Qijun Huang, Sheng Chang, Hao Wang, Jin He
MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Jiaquan Wang, Qiming Ma, Xiao Zhou, Fang Xiao, Shangbo Yuan, Sheng Chang, Jin He, Hao Wang, Qijun Huang
Asia-Pacific Lightning Location Network (APLLN) and Preliminary Performance Assessment. Remote. Sens. 12 (10) (2020)
Zhiri Tang, Yanhua Chen, Shizhuo Ye, Ruihan Hu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
Fully memristive spiking-neuron learning framework and its applications on pattern recognition and edge detection. Neurocomputing 403 (2020)
Jiaquan Wang, Qijun Huang, Qiming Ma, Sheng Chang, Jin He, Hao Wang, Xiao Zhou, Fang Xiao, Chao Gao
Classification of VLF/LF Lightning Signals Using Sensors and Deep Learning Methods. Sensors 20 (4) (2020)
Aiyun Chen, Fei Wang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Multi-information fusion neural networks for arrhythmia automatic detection. Comput. Methods Programs Biomed. 193 (2020)
Junren Pan, Jiang Luo, Jin He, Guangyin Feng, Alit Apriyana, Yue Ping Zhang
A D-band CMOS power amplifier for short-range data center communication. IEICE Electron. Express 17 (12) (2020)
Aiyun Chen, Yidan Zhang, Mengxin Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
A Real Time QRS Detection Algorithm Based on ET and PD Controlled Threshold Strategy. Sensors 20 (14) (2020)
Ruihan Hu, Qijun Huang, Hao Wang, Jin He, Sheng Chang
Monitor-Based Spiking Recurrent Network for the Representation of Complex Dynamic Patterns. Int. J. Neural Syst. 29 (8) (2019)
Peng Lin, Sheng Chang, Hao Wang, Qijun Huang, Jin He
SpikeCD: a parameter-insensitive spiking neural network with clustering degeneracy strategy. Neural Comput. Appl. 31 (8) (2019)
Yao Peng, Jin He, Haomin Hou, Hao Wang, Sheng Chang, Qijun Huang, Yinxia Zhu
A K-Band High-Gain and Low-Noise Folded CMOS Mixer Using Current-Reuse and Cross-Coupled Techniques. IEEE Access 7 (2019)
Ruihan Hu, Qijun Huang, Sheng Chang, Hao Wang, Jin He
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction. CoRR (2019)
Zhiri Tang, Yanhua Chen, Ruihan Hu, Ruohua Zhu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
Fully Memristive Neural Network Merging Image Preprocessing and Pattern Recognition. CoRR (2019)
Fei Wang, Qiming Ma, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
A novel ECG signal compression method using spindle convolutional auto-encoder. Comput. Methods Programs Biomed. 175 (2019)
Zhe Xue, Jin He, Ya Fang, Hao Wang, Sheng Chang, Qijun Huang, Yinxia Zhu
A 10-Gb/s inductorless optical receiver in 0.18-μm SiGe BiCMOS. Microelectron. J. 86 (2019)
Ruihan Hu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Efficient Multispike Learning for Spiking Neural Networks Using Probability-Modulated Timing Method. IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Zhiri Tang, Ruohua Zhu, Peng Lin, Jin He, Hao Wang, Qijun Huang, Sheng Chang, Qiming Ma
A Hardware Friendly Unsupervised Memristive Neural Network with Weight Sharing Mechanism. CoRR (2019)
Ruihan Hu, Qijun Huang, Sheng Chang, Hao Wang, Jin He
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction. Appl. Intell. 49 (8) (2019)
Ruohua Zhu, Shizhuo Ye, Zhiri Tang, Peng Lin, Qijun Huang, Hao Wang, Jin He, Sheng Chang
Influence of Compact Memristors' Stability on Machine Learning. IEEE Access 7 (2019)
Zhiri Tang, Ruohua Zhu, Peng Lin, Jin He, Hao Wang, Qijun Huang, Sheng Chang, Qiming Ma
A hardware friendly unsupervised memristive neural network with weight sharing mechanism. Neurocomputing 332 (2019)
Shaorun Wang, Peng Lin, Ruihan Hu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
Acceleration of LSTM With Structured Pruning Method on FPGA. IEEE Access 7 (2019)
Wenhan Liu, Mengxin Zhang, Yidan Zhang, Yuan Liao, Qijun Huang, Sheng Chang, Hao Wang, Jin He
Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Jiang Luo, Jin He, Alit Apriyana, Guangyin Feng, Qijun Huang, Yue Ping Zhang
Tunable Surface-Plasmon-Polariton Filter Constructed By Corrugated Metallic Line and High Permittivity Material. IEEE Access 6 (2018)
Jiang Luo, Jin He, Guangyin Feng, Alit Apriyana, Ya Fang, Zhe Xue, Qijun Huang, Hao Yu
A D-Band Amplifier in 65 nm Bulk CMOS for Short-Distance Data Center Communication. IEEE Access 6 (2018)
Jiang Luo, Jin He, Pengwei Chen, Hao Wang, Sheng Chang, Qijun Huang, Xurui Mao, Yueping Zhang
Micro-Strip Line 90∘ Phase Shifter with Double Ground Slots for D-Band Applications. J. Circuits Syst. Comput. 27 (12) (2018)
Wenhan Liu, Qijun Huang, Sheng Chang, Hao Wang, Jin He
Multiple-feature-branch convolutional neural network for myocardial infarction diagnosis using electrocardiogram. Biomed. Signal Process. Control. 45 (2018)
Xiaoying Song, Qijun Huang, Sheng Chang, Jin He, Hao Wang
Lossless medical image compression using geometry-adaptive partitioning and least square-based prediction. Medical Biol. Eng. Comput. 56 (6) (2018)
Jiang Luo, Jin He, Alit Apriyana, Guangyin Feng, Qijun Huang
A D-band SPST switch using parallel-stripline swap with defected ground structure. IEICE Electron. Express 14 (24) (2017)
Xiaoying Song, Qijun Huang, Sheng Chang, Jin He, Hao Wang
Three-dimensional separate descendant-based SPIHT algorithm for fast compression of high-resolution medical image sequences. IET Image Process. 11 (1) (2017)
Pengwei Chen, Jin He, Jiang Luo, Hao Wang, Sheng Chang, Qijun Huang, Hao Yu, Xiaopeng Yu
Fully integrated pseudo differential K-band power amplifier in 0.13um standard CMOS. ISIC (2016)
Xiaoying Song, Qijun Huang, Sheng Chang, Jin He, Hao Wang
Novel Near-Lossless Compression Algorithm for Medical Sequence Images with Adaptive Block-Based Spatial Prediction. J. Digit. Imaging 29 (6) (2016)
Jiang Luo, Jin He, Hao Wang, Sheng Chang, Qijun Huang, Yong-Zhong Xiong
A 150-GHz push-push VCO in 0.13-μm SiGe BiCMOS. ISIC (2014)