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Changchun Liu 0003
Person information
- affiliation: Shandong University, Jinan, China
Other persons with the same name
- Changchun Liu — disambiguation page
- Changchun Liu 0001
— Shandong University, Jinan, China - Changchun Liu 0002
— Nanjing University of Aeronautics and Astronautics, Nanjing, China - Changchun Liu 0004
— Shandong University, Jinan, China - Changchun Liu 0005
— National University of Singapore, Singapore
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2020 – today
- 2025
[j23]Changchun Liu
, Lei Wang
, Bowei Zhao
, Mengmeng Wei
, Yang Li, Mianshuo Lu, Yu Wei, Si-Zhe Liang:
Collaborative Framework for circRNA-Disease Associations Prediction Using Dual Variational Graph. IEEE Trans. Big Data 11(6): 2884-2895 (2025)
[c13]Yuehu Wu, Lei Wang, Zhengwei Li, Mengmeng Wei, Changchun Liu, Yi Wang:
A Novel Sparse-Aware Topology Reconstruction and Global Dependency Enhanced Method for Predicting Human Microbe-Disease Associations. BIBM 2025: 1332-1337- 2024
[c12]Mianshuo Lu
, Lei Wang, Jinzhu Sun, Yang Li, Mengmeng Wei
, Yu Wei, Changchun Liu, Zhengwei Li:
Predicting CircRNA-Disease Associations Through Non-negative Matrix Factorization and Adversarially Regularized Variational Graph Autoencoder. BIBM 2024: 1060-1065- 2021
[j22]Han Li, Xinpei Wang
, Changchun Liu, Peng Li
, Yu Jiao:
Integrating multi-domain deep features of electrocardiogram and phonocardiogram for coronary artery disease detection. Comput. Biol. Medicine 138: 104914 (2021)
[j21]Chang Yan
, Changchun Liu, Lianke Yao
, Xinpei Wang
, Jikuo Wang, Peng Li
:
Short-Term Effect of Percutaneous Coronary Intervention on Heart Rate Variability in Patients with Coronary Artery Disease. Entropy 23(5): 540 (2021)
[j20]Tongtong Liu, Peng Li
, Yuanyuan Liu, Huan Zhang
, Yuanyang Li, Yu Jiao, Changchun Liu, Chandan K. Karmakar
, Xiaohong Liang, Mengli Ren, Xinpei Wang
:
Detection of Coronary Artery Disease Using Multi-Domain Feature Fusion of Multi-Channel Heart Sound Signals. Entropy 23(6): 642 (2021)
[j19]Huan Zhang
, Xinpei Wang
, Changchun Liu, Yuanyang Li, Yuanyuan Liu, Yu Jiao, Tongtong Liu, Huiwen Dong, Jikuo Wang:
Discrimination of Patients with Varying Degrees of Coronary Artery Stenosis by ECG and PCG Signals Based on Entropy. Entropy 23(7): 823 (2021)- 2020
[j18]Lianke Yao
, Changchun Liu
, Peng Li
, Jikuo Wang
, Yuanyuan Liu, Wang Li
, Xinpei Wang, Han Li, Huan Zhang:
Enhanced Automated Diagnosis of Coronary Artery Disease Using Features Extracted From QT Interval Time Series and ST-T Waveform. IEEE Access 8: 129510-129524 (2020)
[j17]Han Li, Xinpei Wang, Changchun Liu, Qiang Zeng, Yansong Zheng, Xi Chu, Lianke Yao, Jikuo Wang, Yu Jiao, Chandan K. Karmakar
:
A fusion framework based on multi-domain features and deep learning features of phonocardiogram for coronary artery disease detection. Comput. Biol. Medicine 120: 103733 (2020)
2010 – 2019
- 2019
[j16]Lina Zhao, Chengyu Liu
, Shoushui Wei, Changchun Liu, Jianqing Li:
Enhancing Detection Accuracy for Clinical Heart Failure Utilizing Pulse Transit Time Variability and Machine Learning. IEEE Access 7: 17716-17724 (2019)
[j15]Han Li
, Xinpei Wang, Changchun Liu, Yan Wang, Peng Li
, Hong Tang, Lianke Yao, Huan Zhang:
Dual-Input Neural Network Integrating Feature Extraction and Deep Learning for Coronary Artery Disease Detection Using Electrocardiogram and Phonocardiogram. IEEE Access 7: 146457-146469 (2019)
[j14]Chang Yan
, Peng Li
, Changchun Liu, Xinpei Wang, Chunyan Yin, Lianke Yao:
Novel gridded descriptors of poincaré plot for analyzing heartbeat interval time-series. Comput. Biol. Medicine 109: 280-289 (2019)
[j13]Lianke Yao, Peng Li, Changchun Liu, Yunxiu Hou, Chang Yan, Liping Li, Ke Li, Xinpei Wang, Aruna Deogire
, Chunlei Du, Huan Zhang, Jikuo Wang, Han Li:
Comparison of QT interval variability of coronary patients without myocardial infarction with that of patients with old myocardial infarction. Comput. Biol. Medicine 113 (2019)
[j12]Yang Li, Peng Li
, Xinpei Wang, Chandan K. Karmakar
, Changchun Liu, Chengyu Liu
:
Short-term QT interval variability in patients with coronary artery disease and congestive heart failure: a comparison with healthy control subjects. Medical Biol. Eng. Comput. 57(2): 389-400 (2019)- 2018
[j11]Xinpei Wang, Chang Yan
, Bo Shi, Changchun Liu, Chandan K. Karmakar
, Peng Li
:
Does the Temporal Asymmetry of Short-Term Heart Rate Variability Change during Regular Walking? A Pilot Study of Healthy Young Subjects. Comput. Math. Methods Medicine 2018: 3543048:1-3543048:9 (2018)- 2017
[c11]Peng Li
, Lei Yu, Yang Li, Chandan K. Karmakar
, Changchun Liu:
Increased beat-to-beat variation in diastolic phase percentages in patients with congestive heart failure. EMBC 2017: 1328-1331- 2016
[j10]Lizhen Ji
, Peng Li
, Chengyu Liu
, Xinpei Wang
, Jing Yang, Changchun Liu:
Measuring Electromechanical Coupling in Patients with Coronary Artery Disease and Healthy Subjects. Entropy 18(4): 153 (2016)
[j9]Guang Zhang, Chengyu Liu
, Lizhen Ji, Jing Yang, Changchun Liu:
Effect of a Percutaneous Coronary Intervention Procedure on Heart Rate Variability and Pulse Transit Time Variability: A Comparison Study Based on Fuzzy Measure Entropy. Entropy 18(7): 246 (2016)
[j8]Peng Li
, Ke Li, Chengyu Liu
, Dingchang Zheng
, Zong-Ming Li, Changchun Liu:
Detection of Coupling in Short Physiological Series by a Joint Distribution Entropy Method. IEEE Trans. Biomed. Eng. 63(11): 2231-2242 (2016)
[c10]Xinpei Wang, Yuanyang Li, Chengyu Liu, Changchun Liu, Lizhen Ji, Haibin Zeng:
Changes in Amplitude Characteristics of Heart Sound Signals during External-cuff-inflation Procedure: A Pilot Study. CinC 2016- 2015
[j7]Chengyu Liu
, Chengqiu Zhang, Li Zhang, Lina Zhao, Changchun Liu, Hongjun Wang:
Measuring synchronization in coupled simulation and coupled cardiovascular time series: A comparison of different cross entropy measures. Biomed. Signal Process. Control. 21: 49-57 (2015)
[j6]Peng Li
, Chengyu Liu
, Ke Li, Dingchang Zheng
, Changchun Liu, Yinglong Hou:
Assessing the complexity of short-term heartbeat interval series by distribution entropy. Medical Biol. Eng. Comput. 53(1): 77-87 (2015)
[c9]Peng Li
, Chandan K. Karmakar
, Chengyu Liu
, Changchun Liu:
Analysing Effect of Heart Rate and Age on Radial Artery Pressure Derived Systolic and Diastolic Durations in Healthy Adults. CinC 2015: 381-384
[c8]Yang Li, Peng Li
, Chandan K. Karmakar
, Changchun Liu:
Distribution Entropy for short-term QT Interval Variability Analysis: A Comparison between the Heart Failure and Healthy Control Groups. CinC 2015: 1153-1156
[c7]Peng Li
, Chang Yan
, Chandan K. Karmakar
, Changchun Liu:
Distribution entropy analysis of epileptic EEG signals. EMBC 2015: 4170-4173- 2014
[j5]Peng Li
, Chengyu Liu
, Xinpei Wang, Dingchang Zheng
, Yuanyang Li, Changchun Liu:
A low-complexity data-adaptive approach for premature ventricular contraction recognition. Signal Image Video Process. 8(1): 111-120 (2014)
[c6]Peng Li, Lizhen Ji, Chang Yan, Ke Li, Chengyu Liu, Changchun Liu:
Coupling between Short-Term Heart Rate and Diastolic Period is Reduced in Heart Failure Patients as Indicated by Multivariate Entropy Analysis. CinC 2014: 97-100
[c5]Chengyu Liu, Dingchang Zheng, Lina Zhao, Peng Li, Changchun Liu, Alan Murray:
Analysis of Cardiovascular Time Series using Multivariate Sample Entropy: A Comparison between Normal and Congestive Heart Failure Subjects. CinC 2014: 237-240- 2013
[j4]Chengyu Liu
, Dingchang Zheng
, Alan Murray
, Changchun Liu:
Modeling carotid and radial artery pulse pressure waveforms by curve fitting with Gaussian functions. Biomed. Signal Process. Control. 8(5): 449-454 (2013)
[j3]Chengyu Liu
, Ke Li
, Lina Zhao, Feng Liu
, Dingchang Zheng
, Changchun Liu, Shutang Liu:
Analysis of heart rate variability using fuzzy measure entropy. Comput. Biol. Medicine 43(2): 100-108 (2013)
[j2]Peng Li, Chengyu Liu, Xinpei Wang, Liping Li, Lei Yang, Yongcai Chen, Changchun Liu:
Testing pattern synchronization in coupled systems through different entropy-based measures. Medical Biol. Eng. Comput. 51(5): 581-591 (2013)
[j1]Peng Li, Chengyu Liu, Xinpei Wang, Liping Li, Lei Yang, Yongcai Chen, Changchun Liu:
Erratum to: Testing pattern synchronization in coupled systems through different entropy-based measures. Medical Biol. Eng. Comput. 51(7): 837 (2013)
[c4]Chengyu Liu, Dingchang Zheng, Peng Li, Lina Zhao, Changchun Liu, Alan Murray:
Is Cross-sample Entropy a Valid Measure of Synchronization between the Sequences of RR Interval and Pulse Transit Time? CinC 2013: 939-942
[c3]Peng Li, Chengyu Liu, Xin Sun, Yongai Ren, Chang Yan, Zhonghan Yu, Changchun Liu:
Age Related Changes in Variability of Short-Term Heart Rate and Diastolic Period. CinC 2013: 995-998- 2011
[c2]Xiuhua Ruan, Changchun Liu, Chengyu Liu
, Xinpei Wang, Peng Li
:
Automatic detection of atrial fibrillation using R-R interval signal. BMEI 2011: 644-647
2000 – 2009
- 2009
[c1]Liping Li, Changchun Liu, Chengyu Liu
, Qingguang Zhang
, Bin Li:
Physiological Signal Variability Analysis Based on the Largest Lyapunov Exponent. BMEI 2009: 1-5
Coauthor Index

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