20 Publications
2023
Impact of early pericardial fluid chymase activation after cardiac surgery.
Butts, BrittanyButts, BrittanyButts, BrittanyGoeddel, Lee AGoeddel, Lee AGoeddel, Lee AZheng, JingyiZheng, JingyiZheng, JingyiPat, BettyPat, BettyPat, BettyPowell, PamelaPowell, PamelaPowell, PamelaMobley, JamesMobley, JamesMobley, JamesAhmad, SarfarazAhmad, SarfarazAhmad, SarfarazSteele, ChadSteele, ChadSteele, ChadMcGiffin, DavidMcGiffin, DavidMcGiffin, DavidDavies, James EDavies, James EDavies, James EGeorge, James FGeorge, James FGeorge, James FMelby, Spencer JMelby, Spencer JMelby, Spencer JFerrario, Carlos MFerrario, Carlos MFerrario, Carlos MDell'Italia, Louis JDell'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 KMcAvan, Andrew SZheng, 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 IAhmed, Mustafa IAndrikopoulou, EfstathiaAndrikopoulou, EfstathiaZheng, JingyiZheng, JingyiUlasova, ElenaUlasova, ElenaPat, BettyPat, BettyKelley, Eric EKelley, Eric EPowell, Pamela CoxPowell, Pamela CoxDenney, Thomas SDenney, Thomas SLewis, CliftonLewis, CliftonDavies, James EDavies, James EDarley-Usmar, VictorDarley-Usmar, VictorDell'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, JingyiLiang, MingliSinha, SujataGe, LinqiangYu, WeiEkstrom, 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, XulianCao, XuanXue, ChenZheng, JingyiZhang, ShaojunHuang, Qingling and Liu, Weiguo
 
Aberrant functional connectivity and activity in Parkinson’s disease and comorbidity with depression based on radiomic analysis
Zhang, XulianCao, XuanXue, ChenZheng, JingyiZhang, ShaojunHuang, Qingling and Liu, Weiguo
Brain and behavior. | Journal Article
 
Implications of regression bias for multi-element isotope analysis for environmental remediation.
Ojeda, Ann SullivanZheng, JingyiPhillips, Elizabeth and Lollar, Barbara Sherwood
Talanta, vol. 226, pp. 122113–122113. | Journal Article
 
Implications of regression bias for multi-element isotope analysis for environmental remediation.
Ojeda, Ann SullivanZheng, JingyiPhillips, Elizabeth and Lollar, Barbara Sherwood
(pp. 122113–122113)
 
time-frequency analysis of scalp EEG with Hilbert-Huang transform and deep learning
Zheng, JingyiLiang, MingliSinha, SujataGe, LinqiangYu, WeiEkstrom, 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, YuexinLi, YuexinGe, LinqiangGe, LinqiangZhou, YangZhou, YangCao, XuanCao, XuanZheng, Jingyi and Zheng, Jingyi
Frontiers in Artificial Intelligence, vol. 4, pp. 648579–648579. | Journal Article
 
Toward the Impact of Non-pharmaceutical Interventions and Vaccination on the COVID-19 Pandemic With Time-Dependent SEIR Model
Li, YuexinGe, LinqiangZhou, YangCao, Xuan and Zheng, Jingyi
(pp. 648579–648579)
2020
A Data-Driven Approach to Predict and Classify Epileptic Seizures from Brain-Wide Calcium Imaging Video Data
Zheng, JingyiHsieh, 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, JingyiZheng, JingyiRao, PrahaladaRao, PrahaladaKong, 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, JingyiRao, Prahalada and Kong, Zhenyu (James)
(pp. 1873–1888)
 
Robust Meta Network Embedding against Adversarial Attacks
Zhou, YangRen, JiaxiangDou, DejingJin, RuomingZheng, Jingyi and Lee, Kisung. | Conference Proceeding
 
Robust Meta Network Embedding against Adversarial Attacks
Zhou, YangZhou, YangRen, JiaxiangRen, JiaxiangDou, DejingDou, DejingJin, RuomingJin, RuomingZheng, JingyiZheng, JingyiLee, Kisung and Lee, Kisung
(pp. 1448–1453)
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