24 Publications
2024
A Graph Convolutional Network Approach for Hyperspectral Image Analysis of Blueberries Physiological Traits Under Drought Stress. Smart Agricultural Technology
. | Journal Article
 
Consistent group selection using nonlocal priors in regression
Yang, Fang⋅Zhang, Liangliang⋅Zheng, Jingyi and Cao, Xuan
Statistical Papers, vol. 65, (no. 2), pp. 989-1019, Apr 2024. | Journal Article
 
Machine Learning Approach for Cardiovascular Death Prediction among Nonalcoholic Steatohepatitis (NASH) Liver Transplant Recipients. Healthcare
. | Journal Article
 
Towards Analysis of Multivariate Time Series Using Topological Data Analysis. Mathematics
. | Journal Article
2023
Impact of early pericardial fluid chymase activation after cardiac surgery.
Butts, Brittany⋅Butts, Brittany⋅Butts, Brittany⋅Goeddel, Lee A⋅Goeddel, Lee A⋅Goeddel, Lee A⋅Zheng, Jingyi⋅Zheng, Jingyi⋅Zheng, Jingyi⋅Pat, Betty⋅Pat, Betty⋅Pat, Betty⋅Powell, Pamela⋅Powell, Pamela⋅Powell, Pamela⋅Mobley, James⋅Mobley, James⋅Mobley, James⋅Ahmad, Sarfaraz⋅Ahmad, Sarfaraz⋅Ahmad, Sarfaraz⋅Steele, Chad⋅Steele, Chad⋅Steele, Chad⋅McGiffin, David⋅McGiffin, David⋅McGiffin, David⋅Davies, James E⋅Davies, James E⋅Davies, James E⋅George, James F⋅George, James F⋅George, James F⋅Melby, Spencer J⋅Melby, Spencer J⋅Melby, Spencer J⋅Ferrario, Carlos M⋅Ferrario, Carlos M⋅Ferrario, Carlos M⋅Dell'Italia, Louis J⋅Dell'Italia, Louis J and Dell'Italia, Louis J
Frontiers in cardiovascular medicine, vol. 10, pp. 1132786, 2023. | Journal Article
 
Spatial memory distortions for the shapes of walked paths occur in violation of physically experienced geometry
Du, Yu K⋅McAvan, Andrew S⋅Zheng, Jingyi and Ekstrom, Arne D
PLoS One, vol. 18, (no. 2), Feb 2023. | Journal Article
2022
Interstitial Collagen Loss, Myocardial Remodeling, and Function in Primary Mitral Regurgitation.
Ahmed, Mustafa I⋅Ahmed, Mustafa I⋅Andrikopoulou, Efstathia⋅Andrikopoulou, Efstathia⋅Zheng, Jingyi⋅Zheng, Jingyi⋅Ulasova, Elena⋅Ulasova, Elena⋅Pat, Betty⋅Pat, Betty⋅Kelley, Eric E⋅Kelley, Eric E⋅Powell, Pamela Cox⋅Powell, Pamela Cox⋅Denney, Thomas S⋅Denney, Thomas S⋅Lewis, Clifton⋅Lewis, Clifton⋅Davies, James E⋅Davies, James E⋅Darley-Usmar, Victor⋅Darley-Usmar, Victor⋅Dell'Italia, Louis J and Dell'Italia, Louis J
JACC. Basic to translational science, vol. 7, (no. 10), pp. 973-981, October 2022. | Journal Article
 
Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning
Zheng, Jingyi⋅Liang, Mingli⋅Sinha, Sujata⋅Ge, Linqiang⋅Yu, Wei⋅Ekstrom, Arne and Hsieh, Fushing
IEEE Journal of Biomedical and Health Informatics, vol. 26, pp. 1549–1559. | Journal Article
2021
Aberrant functional connectivity and activity in Parkinson’s disease and comorbidity with depression based on radiomic analysis
Zhang, Xulian⋅Cao, Xuan⋅Xue, Chen⋅Zheng, Jingyi⋅Zhang, Shaojun⋅Huang, Qingling and Liu, Weiguo
Brain and behavior. | Journal Article
 
Aberrant functional connectivity and activity in Parkinson’s disease and comorbidity with depression based on radiomic analysis
Zhang, Xulian⋅Cao, Xuan⋅Xue, Chen⋅Zheng, Jingyi⋅Zhang, Shaojun⋅Huang, Qingling and Liu, Weiguo
 
Implications of regression bias for multi-element isotope analysis for environmental remediation.
Ojeda, Ann Sullivan⋅Zheng, Jingyi⋅Phillips, Elizabeth and Lollar, Barbara Sherwood
(pp. 122113–122113)
 
Implications of regression bias for multi-element isotope analysis for environmental remediation.
Ojeda, Ann Sullivan⋅Zheng, Jingyi⋅Phillips, Elizabeth and Lollar, Barbara Sherwood
Talanta, vol. 226, pp. 122113–122113. | Journal Article
 
time-frequency analysis of scalp EEG with Hilbert-Huang transform and deep learning
Zheng, Jingyi⋅Liang, Mingli⋅Sinha, Sujata⋅Ge, Linqiang⋅Yu, Wei⋅Ekstrom, Arne and Hsieh, Fushing
IEEE Journal of Biomedical and Health Informatics, pp. 1–1. | Journal Article
 
Toward the Impact of Non-pharmaceutical Interventions and Vaccination on the COVID-19 Pandemic With Time-Dependent SEIR Model
Li, Yuexin⋅Ge, Linqiang⋅Zhou, Yang⋅Cao, Xuan and Zheng, Jingyi
(pp. 648579–648579)
 
Toward the Impact of Non-pharmaceutical Interventions and Vaccination on the COVID-19 Pandemic With Time-Dependent SEIR Model
Li, Yuexin⋅Li, Yuexin⋅Ge, Linqiang⋅Ge, Linqiang⋅Zhou, Yang⋅Zhou, Yang⋅Cao, Xuan⋅Cao, Xuan⋅Zheng, Jingyi and Zheng, Jingyi
Frontiers in Artificial Intelligence, vol. 4, pp. 648579–648579. | Journal Article
2020
A Data-Driven Approach to Predict and Classify Epileptic Seizures from Brain-Wide Calcium Imaging Video Data
Zheng, Jingyi⋅Hsieh, Fushing and Ge, Linqiang
(pp. 1858–1870)
 
Machine learning–driven in situ process monitoring with vibration frequency spectra for chemical mechanical planarization
Liu, Jia (Peter)⋅Liu, Jia (Peter)⋅Zheng, Jingyi⋅Zheng, Jingyi⋅Rao, Prahalada⋅Rao, Prahalada⋅Kong, Zhenyu (James) and Kong, Zhenyu (James)
The International Journal of Advanced Manufacturing Technology, vol. 111, pp. 1873–1888. | Journal Article
 
Machine learning–driven in situ process monitoring with vibration frequency spectra for chemical mechanical planarization
Liu, Jia (Peter)⋅Zheng, Jingyi⋅Rao, Prahalada and Kong, Zhenyu (James)
(pp. 1873–1888)
 
Robust Meta Network Embedding against Adversarial Attacks
Zhou, Yang⋅Zhou, Yang⋅Ren, Jiaxiang⋅Ren, Jiaxiang⋅Dou, Dejing⋅Dou, Dejing⋅Jin, Ruoming⋅Jin, Ruoming⋅Zheng, Jingyi⋅Zheng, Jingyi⋅Lee, Kisung and Lee, Kisung
(pp. 1448–1453)
 
Robust Meta Network Embedding against Adversarial Attacks
Zhou, Yang⋅Ren, Jiaxiang⋅Dou, Dejing⋅Jin, Ruoming⋅Zheng, Jingyi and Lee, Kisung. | Conference Proceeding
2019
A Data-driven Approach to Predict and Classify Epileptic Seizures from Brain-wide Calcium Imaging Video Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics. | Journal Article
 
Unraveling Pattern-Based Mechanics Defining Self-Organized Recurrent Behaviors in a Complex System: A Zebrafish s Calcium Brain-Wide Imaging Example
Frontiers in Applied Mathematics and Statistics. | Journal Article
2018
Information of Epileptic Mechanism and its Systemic Change-points in a Zebrafish's Brain-wide Calcium Imaging Video Data
Zheng, Jingyi and Hsieh, Fushing
2018-02-13. | Journal Article
 
-Book chapter-
In On Association Study of Scalp EEG Data Channels Under Different Circumstances. Wireless Algorithms, Systems, and Applications