Rebecca A. Hubbard

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Prior Knowledge

Exponential Smoothing

Association Studies

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Jiayi Tong, Chongliang Luo, Yifei Sun, Rui Duan, M. Elle Saine, Lifeng Lin, Yifan Peng, Yiwen Lu, Anchita Batra, Anni Pan, Olivia Wang, Ruowang Li, Arielle Marks-Anglin, Yuchen Yang, Xu Zuo, Yulun Liu, Jiang Bian, Stephen E. Kimmel, Keith Hamilton, Adam Cuker, Rebecca A. Hubbard, Hua Xu, Yong Chen
Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints. J. Am. Medical Informatics Assoc. 31 (4) (2024)
Yiwen Lu, Jiayi Tong, Jessica Chubak, Thomas Lumley, Rebecca A. Hubbard, Hua Xu, Yong Chen
Leveraging error-prone algorithm-derived phenotypes: Enhancing association studies for risk factors in EHR data. J. Biomed. Informatics 157 (2024)
Xiaokang Liu, Jessica Chubak, Rebecca A. Hubbard, Yong Chen
SAT: a Surrogate-Assisted Two-wave case boosting sampling method, with application to EHR-based association studies. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Joanna Harton, Nandita A. Mitra, Rebecca A. Hubbard
Informative presence bias in analyses of electronic health records-derived data: a cautionary note. J. Am. Medical Informatics Assoc. 29 (7) (2022)
Rebecca A. Hubbard, Jinyu Xu, Robert Siegel, Yong Chen, Ihuoma Eneli
Studying pediatric health outcomes with electronic health records using Bayesian clustering and trajectory analysis. J. Biomed. Informatics 113 (2021)
Jacob A. Martin, Andrew Crane-Droesch, Folasade C. Lapite, Joseph C. Puhl, Tyler E. Kmiec, Jasmine A. Silvestri, Lyle H. Ungar, Bruce P. Kinosian, Blanca E. Himes, Rebecca A. Hubbard, Joshua M. Diamond, Vivek N. Ahya, Michael W. Sims, Scott D. Halpern, Gary E. Weissman
Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians' encounter notes. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Ziyan Yin, Jiayi Tong, Yong Chen, Rebecca A. Hubbard, Cheng Yong Tang
A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Jiayi Tong, Jing Huang, Jessica Chubak, Xuan Wang, Jason H. Moore, Rebecca A. Hubbard, Yong Chen
An augmented estimation procedure for EHR-based association studies accounting for differential misclassification. J. Am. Medical Informatics Assoc. 27 (2) (2020)
Jason H. Moore, Ian Barnett, Mary Regina Boland, Yong Chen, George Demiris, Graciela Gonzalez-Hernandez, Daniel S. Herman, Blanca E. Himes, Rebecca A. Hubbard, Dokyoon Kim, Jeffrey S. Morris, Danielle L. Mowery, Marylyn D. Ritchie, Li Shen, Ryan J. Urbanowicz, John H. Holmes
Ideas for how informaticians can get involved with COVID-19 research. BioData Min. 13 (1) (2020)
Lena Leszinsky, Sherrie Xie, Avantika Diwadkar, Rebecca Greenblatt, Rebecca A. Hubbard, Blanca E. Himes
Impact of Individual versus Geographic-Area Measures of Socioeconomic Status on Health Associations Observed in the Behavioral Risk Factor Surveillance System. AMIA (2020)
Jacob A. Martin, Andrew Crane-Droesch, Folasade C. Lapite, Joseph C. Puhl, Jasmine A. Silvestri, Bruce P. Kinosian, Blanca E. Himes, Rebecca A. Hubbard, Vivek N. Ahya, Michael W. Sims, Joshua M. Diamond, Joseph Adler, Elizabeth Steele, Emily Ott, Lyle H. Ungar, Scott D. Halpern, Gary E. Weissman
Identifying Actionable Aspects of Frailty in the Text of Encounter Notes. AMIA (2020)
Sherrie Xie, Rebecca A. Hubbard, Blanca E. Himes
Analysis of Spatial Trends in Smoking Status Among Patients with Obstructive Airway Diseases Highlight Potential for Targeted Interventions. AMIA (2019)
Jing Huang, Rui Duan, Rebecca A. Hubbard, Yonghui Wu, Jason H. Moore, Hua Xu, Yong Chen
PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data. J. Am. Medical Informatics Assoc. 25 (3) (2018)