2023
- Jingyi Zheng, Ziqin Feng, Yuexin Li, Fan Liang, Xuan Cao, Linqiang Ge, Topological Data Analysis for Scalp EEG Signal Processing, 2023, the 8th International Conference on Signal and Image Processing, 2023. DOI: 10.1109/ICSIP57908.2023.10270899.
- Cong Bang Truong, Yuexin Li, Jingyi Zheng, Jingjing Qian, Use of Second-Generation Antidiabetic Medication Among a Nationally Representative Sample, the American Journal of Managed Care, 2023. DOI: 10.37765/ajmc.2023.89445.
- Melinda Lanius, Jingyi Zheng, Ash Abebe, Exploring Undergraduate Students’ Psychological Stress in the Mathematics Classroom with Fitness Trackers, Investigations in Mathematics Learning, 2023. DOI: 10.1080/19477503.2023.2259558.
- Nariman Niknejad, Rafael Bidese Puhl, Jingyi Zheng, Yin Bao, Phenotyping of Architecture Traits of Loblolly Pine Trees using Stereo Machine Vision and Deep Learning: Stem Diameter, Branch Angle, and Branch Diameter, Computers and Electronics in Agriculture, 2023. DOI: 10.1016/j.compag.2023.107999.
- Cong Bang Truong, Lori Hornsby, Brent I. Fox, Chiahung Chou, Jingyi Zheng, Jingjing Qian, Screening for clinically relevant drug-drug interactions between direct oral anticoagulants and antineoplastic agents: a pharmacovigilance approach, Journal of Thrombosis and Thrombolysis, 2023. DOI: 10.1007/s11239-023-02879-7
- Kritika Malhotra, Jingyi Zheng, Ash Abebe, Jasmeet Lamba, Application of sediment fingerprinting to apportion sediment sources: using machine learning model, American society of agricultural and biological engineers, 2023. DOI: 10.13031/ja.14906.
- Brittany Butts, Lee A. Goeddel, Jingyi Zheng, Betty Pat, et al. Impact of early pericardial fluid chymase activation after cardiac surgery, Frontier in Cardiovascular Medicine, 2023. DOI: 10.3389/fcvm.2023.1132786.
- Jingyi Zheng, Yuexin Li, Nedret Billor, Mustafa Ahmed, Efstathia Andrikopoulou, Yu-Hua Fang, Betty Pat, Thomas Denney, Louis Dell'Italia, Understanding Post-Surgical Decline in Left Ventricular Function in Primary Mitral Regurgitation Using Statistical and Machine Learning models, Frontier in Cardiovascular Medicine, 2023. DOI:10.3389/fcvm.2023.1112797.
- Fang Yang, Jingyi Zheng, Xuan Cao, Consistent group selection using nonlocal priors in regression, Stat Papers, 2023. DOI: 10.1007/s00362-023-01441-0.
- Yu Karen Du, Andrew S McAvan, Jingyi Zheng, Arne Ekstrom, Spatial memory distortions for the shapes of walked paths occur in violation of physically experienced geometry, PLoS ONE, 2023. DOI: 10.1371/journal.pone.0281739.
- Orobola E. Olajide, Yuyan Yi, Jingyi Zheng, Ahmed M. Hamid, Strain-Level Discrimination of Bacteria by Liquid Chromatography and Paper Spray Ion Mobility Mass Spectrometry, Journal of the American Society for Mass Spectrometry, 2023. DOI: 10.1021/jasms.3c00070.
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2022
- Stephanie Doner, Jingyi Zheng, Andrew S. McAvan, Michael J. Starrett, Hannah Campbell, Delaney Sanders, Arne Ekstrom, Evidence for flexible navigation strategies during spatial learning involving path choices, Spatial Cognition and Computation, 2022. DOI:10.1080/13875868.2022.2158090.
- Mustafa Ahmed, Efstathia Andrikopoulou, Jingyi Zheng, et al. Interstitial Collagen Loss, Myocardial Remodeling, and Function in Primary Mitral Regurgitation, JACC: Basic to Translational Science. 2022. DOI: 10.1016/j.jacbts.2022.04.014.
- Orobola E. Olajide, Yuyan Yi, Jingyi Zheng, Ahmed M. Hamid, Species-level discrimination of microorganisms by high-resolution paper spray – Ion mobility – Mass spectrometry, International Journal of Mass Spectrometry, 2022. DOI: 10.1016/j.ijms.2022.116871.
- Yuyan Yi, Nedret Billor, Mingli Liang, Xuan Cao, Arne Ekstrom, Jingyi Zheng*, Classification of EEG signals: An interpretable approach using functional data analysis, Journal of Neuroscience Methods, 2022. DOI: 10.1016/j.jneumeth.2022.109609.
- Eleanore A. Larson, Ayomide Afolabi, Jingyi Zheng, Ann S. Ojeda. Sterols and sterol ratios to trace fecal contamination: pitfalls and potential solutions, Environmental Science and Pollution Research, 2022. DOI: 10.1007/s11356-022-19611-2.
- Xuan Cao, Fang Yang, Jingyi Zheng, Xiao Wang, and Qingling Huang. Aberrant Structure MRI in Parkinson’s Disease and Comorbidity with Depression Based on Multinomial Tensor Regression Analysis. Journal of Personalized Medicine, 2022. DOI: 10.3390/jpm12010089.
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2021
- Jingyi Zheng, Mingli Liang, Sujata Sinha, Linqiang Ge, Wei Yu, Arne Ekstrom, Fushing Hsieh. Time-frequency Analysis of Scalp EEG with Hilbert-Huang Transform and Deep Learning, IEEE Journal of Biomedical and Health Informatics, 2021. DOI: 10.1109/JBHI.2021.3110267.
- Mingli Liang, Jingyi zheng, Eve Isham, Arne Ekstrom, Common and Distinct Roles of Frontal Midline Theta and Occipital Alpha Oscillations in Coding Temporal Intervals and Spatial Distances, Journal of Cognitive Neuroscience, 2021. DOI: 10.1162/jocn_a_01765.
- Yang Zhou, Jiaxiang Ren, Ruoming Jin, Zijie Zhang, Jingyi zheng, Zhe Jiang, Da Yan, and Dejing Dou. Unsupervised Adversarial Network Alignment with Reinforcement Learning. ACM Transactions on Knowledge Discovery from Data. 2021. DOI: 10.1145/3477050.
- Xulian Zhang, Xuan Cao, Chen Xue, Jingyi zheng, Shaojun Zhang, Qingling Huang, Weiguo Liu, Aberrant functional connectivity and activity in Parkinson’s disease and comorbidity with depression based on radiomic analysis, Brain and Behavior, 2021. DOI: 10.1002/brb3.2103.
- Yuexin Li, Linqiang Ge, Yang Zhou, Xuan Cao, Jingyi zheng*, Toward the Impact of Non-pharmaceutical Interventions and Vaccination on the COVID-19 Pandemic With Time-Dependent SEIR Model, Frontiers in Artificial Intelligence, 2021. DOI: 10.3389/frai.2021.648579.
- Ann Sullivan Ojeda, Jingyi Zheng, Elizabeth Phillips, Barbara Sherwood Lollar, Implications of regression bias for multi-element isotope analysis for environmental remediation, Talanta, 2021. DOI: 10.1016/j.talanta.2021.122113.
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2020
- Layla S. Araiinejad, Jacqueline R. Carlton, Yuexin Li, Jingyi Zheng*, Assessing the Impact of Government Interventions on the Spread of COVID-19 with Dynamic Epidemic Models: A case study of Texas, 2020 IEEE International Conference on Bioinformatics and Biomedicine, 2020. DOI: 10.1109/BIBM49941.2020.9313591.
- Yang Zhou, Jiaxiang Ren, Dejing Dou, Ruoming Jin, Jingyi Zheng, and Kisung Lee, Robust Meta Network Embedding against Adversarial Attacks, IEEE International Conference on Data Mining (ICDM), 2020. DOI: 10.1109/ICDM50108.2020.00192.
- Jia (Peter) Liu, Jingyi Zheng, Prahalada Rao, Zhenyu (James) Kong, Machine learning–driven in situ process monitoring with vibration frequency spectra for chemical mechanical planarization, the International Journal of Advanced Manufacturing Technology, 2020. DOI: 10.1007/s00170-020-06165-1.
- Sujata Sinha, Thomas Denney, Yang Zhou, and Jingyi Zheng*, Automated Semantic Segmentation of Cardiac Magnetic Resonance Images with Deep Learning, IEEE International Conference on Machine Learning and Applications (ICMLA), 2020. DOI: 10.1109/ICMLA51294.2020.00212.
- Jingyi Zheng, Fushing Hsieh, and Linqiang Ge, 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 (TCBB), January, 2020. DOI: 10.1109/TCBB.2019.2895077.
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2019
- Fushing Hsieh, and Jingyi Zheng, Unraveling pattern-based mechanics defining self-organized recurrent behaviors in a complex system: a Zebrafish#39's calcium brain-wide imaging example, Frontiers in Applied Mathematics and Statistics, section Mathematics of Computation and Data Science, 2019.
- Jingyi Zheng, Fushing Hsieh, and Linqiang Ge, A Data-driven Approach to Predict Epileptic Seizures From Brain-wide Calcium Imaging Video Data", in Proceedings of the 17th International Workshop on Data Mining in Bioinformatics (BIOKDD), London, UK, 2018.
- Jingyi Zheng, Mingli Liang, Arne Ekstrom, Linqiang Ge, Wei Yu, and Fushing Hsieh, On Association Study of Scalp EEG Data Channels Under Different Circumstances", in Proceedings of the 13th International conference on Wireless Algorithms, Systems, and Applications (WASA), 2018. DOI: 10.1007/978-3-319-94268-1\_56.
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