LeiLiuMD

PubMed

• Leveraging Natural Language Processing to Extract Features of Colorectal Polyps From Pathology Reports for Epidemiologic Study.
  Ryzen Benson, Candace Winterton, Maci Winn, Benjamin Krick, Mei Liu, Noor Abu-El-Rub, Mike Conway, Guilherme Del Fiol, Andrew Gawron, Sheetal Hardikar> ;JCO Clinical Cancer Informatics. 2023 Jan 1
• 24 citations
  Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study.
  Byorn W L Tan, Bryce W Q Tan, Amelia L M Tan, Emily R Schriver, Alba Gutiérrez-Sacristán, Priyam Das, William Yuan, Meghan R Hutch, Noelia García Barrio, Miguel Pedrer...> ;Eclinicalmedicine. 2023 Jan 1
• 1 citations
  A Transfer Learning Approach to Correct the Temporal Performance Drift of Clinical Prediction Models: Retrospective Cohort Study.
  Xiangzhou Zhang, Yunfei Xue, Xinyu Su, Shaoyong Chen, Kang Liu, Weiqi Chen, Mei Liu, Yong Hu> ;JMIR Medical Informatics. 2022 Nov 9
• 1 citations
  Characterizing the temporal changes in association between modifiable risk factors and acute kidney injury with multi-view analysis.
  Kang Liu, Borong Yuan, Xiangzhou Zhang, Weiqi Chen, Lav P Patel, Yong Hu, Mei Liu> ;International Journal of Medical Informatics. 2022 Jul 1
• 9 citations
  Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records.
  Kang Liu, Xiangzhou Zhang, Weiqi Chen, Alan S L Yu, John A Kellum, Michael E Matheny, Steven Q Simpson, Yong Hu, Mei Liu> ;JAMA Network Open. 2022 Jul 1
• 5 citations
  Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned ...
  Lemuel R Waitman, Xing Song, Dammika Lakmal Walpitage, Daniel C Connolly, Lav P Patel, Mei Liu, Mary C Schroeder, Jeffrey J VanWormer, Abu Saleh Mosa, Ernest T Anye, A...> ;Journal of the American Medical Informatics Association. 2022 Mar 15
• 2 citations
  Natural Language Processing for Enterprise-scale De-identification of Protected Health Information in Clinical Notes.
  Noor Abu-El-Rub, Jay Urbain, George Kowalski, Kristen Osinski, Robert Spaniol, Mei Liu, Bradley Taylor, Lemuel R Waitman> ;AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2022 Jan 1
• 1 citations
  Development of a knowledge mining approach to uncover heterogeneous risk predictors of acute kidney injury across age groups.
  Lijuan Wu, Yong Hu, Xiangzhou Zhang, Jia Zhang, Mei Liu> ;International Journal of Medical Informatics. 2021 Dec 9
• 45 citations
  Epigenetic Age Acceleration Reflects Long-Term Cardiovascular Health
  Brian T. Joyce, Tao Gao, Yinan Zheng, Jiantao Ma, Shih-Jen Hwang, Lei Liu, Drew Nannini, Steve Horvath, Ake T. Lu, Norrina B. Allen, David R. Jacobs, Myron D. Gross, A...> ;Circulation Research. 2021 Oct 1
• 9 citations
  Neutrophil Enzyme Myeloperoxidase Modulates Neuronal Response in a Model of Subarachnoid Hemorrhage by Venous Injury.
  Aminata P. Coulibaly, Pinar Pezuk, Paul Varghese, William Gartman, Danielle Triebwasser, Joshua A. Kulas, Lei Liu, Mariam Syed, Petr Tvrdik, Heather A. Ferris, J. Javi...> ;Stroke. 2021 Aug 18
• 11 citations
  Mediation analysis for survival data with High-Dimensional mediators.
  Haixiang Zhang, Yinan Zheng, Lifang Hou, Cheng Zheng, Lei Liu> ;Bioinformatics. 2021 Nov 5
• 4 citations
  The Timing and Sequence of Cardiovascular Health Decline.
  Lindsay R. Pool, Amy Krefman, Darwin R. Labarthe, Philip Greenland, Markus Juonala, Mika Kähönen, Terho Lehtimäki, Rena S. Day, Lydia A. Bazzano, Linda Van Horn, Lei L...> ;American Journal of Preventive Medicine. 2021 Jul 5
• 14 citations
  Testing for Mediation Effect with Application to Human Microbiome Data
  Haixiang Zhang, Jun Chen, Zhigang Li, Lei Liu> ;Statistics in Biosciences. 2021 Jul 1
• 17 citations
  Antibiotic Timing and Progression to Septic Shock Among Patients in the ED With Suspected Infection.
  Xing Song, John Salle, Mei Liu, Anurag Patel, Steven Q. Simpson> ;Chest. 2021 Jun 26
• 8 citations
  Novel deep learning-based transcriptome data analysis for drug-drug interaction prediction with an application in diabetes
  Qichao Luo, Shenglong Mo, Yunfei Xue, Xiangzhou Zhang, Yuliang Gu, Lijuan Wu, Jia Zhang, Linyan Sun, Mei Liu, Yong Hu> ;BMC Bioinformatics. 2021 Jun 11
• 12 citations
  Influential Periods in Longitudinal Clinical Cardiovascular Health Scores.
  Amy Krefman, Darwin R. Labarthe, Philip Greenland, Lindsay R. Pool, Liliana Aguayo, Markus Juonala, Mika Kähönen, Terho Lehtimäki, R. Sue Day, Lydia A. Bazzano, Vito M...> ;American Journal of Epidemiology. 2021 Nov 2
• 3 citations
  Clinical factors associated with rapid treatment of sepsis.
  Xing Song, Mei Liu, Lemuel R. Waitman, Anurag Patel, Steven Q. Simpson> ;Plos One. 2021 May 6
• 5 citations
  Quantifying direct and indirect effect for longitudinal mediator and survival outcome using joint modeling approach.
  Cheng Zheng, Lei Liu> ;Biometrics. 2021 May 4
• 21 citations
  Assessment of Cumulative Incidence and Severity of Primary Open-Angle Glaucoma Among Participants in the Ocular Hypertension Treatment Study After 20 Years of Follow-up.
  Michael A. Kass, Dale K Heuer, Eve J. Higginbotham, Richard K. Parrish, Cheryl L. Khanna, James D. Brandt, Joern B. Soltau, Chris A. Johnson, John L. Keltner, Julia Hu...> ;JAMA Ophthalmology. 2021 Apr 15
• 7 citations
  Derivation and Validation of Essential Predictors and Risk Index for Early Detection of Diabetic Retinopathy Using Electronic Health Records.
  Ru Wang, Zhuqi Miao, Tieming Liu, Mei Liu, Kristine Grdinovac, Xing Song, Ye Liang, Dursun Delen, William Paiva> ;Journal of Clinical Medicine. 2021 Apr 2
• 4 citations
  Simultaneous differential network analysis and classification for matrix-variate data with application to brain connectivity.
  Hao Chen, Ying Guo, Yong He, Jiadong Ji, Lei Liu, Yufeng Shi, Yikai Wang, Long Yu, Xinsheng Zhang, Alzheimer’s Disease Neuroimaging Initiative> ;Biostatistics. 2021 Mar 26
• 10 citations
  Mediation effect selection in high-dimensional and compositional microbiome data.
  Haixiang Zhang, Jun Chen, Yang Feng, Chan Wang, Huilin Li, Lei Liu> ;Statistics in Medicine. 2021 Feb 20
• 1 citations
  Capturing heterogeneity in repeated measures data by fusion penalty.
  Lili Liu, Mae O. Gordon, J. Philip Miller, Michael A. Kass, Lu Lin, Shujie Ma, Lei Liu> ;Statistics in Medicine. 2021 Apr 15
• 1 citations
  Sampling-based estimation for massive survival data with additive hazards model.
  Lulu Zuo, Haixiang Zhang, HaiYing Wang, Lei Liu> ;Statistics in Medicine. 2021 Jan 30
• 1 citations
  High-dimensional integrative copula discriminant analysis for multiomics data
  Yong He, Hao Chen, Hao Sun, Jiadong Ji, Yufeng Shi, Xinsheng Zhang, Lei Liu> ;Statistics in Medicine. 2020 Dec 30
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