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ORCIDChristopher B. Forrest
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2020 – today
- 2024
[j9]Dazheng Zhang
, Jiayi Tong, Naimin Jing, Yuchen Yang, Chongliang Luo, Yiwen Lu, Dimitri A. Christakis, Diana Güthe, Mady Hornig, Kelly J. Kelleher, Keith E. Morse, Colin M. Rogerson, Jasmin Divers, Raymond J. Carroll, Christopher B. Forrest, Yong Chen:
Learning competing risks across multiple hospitals: one-shot distributed algorithms. J. Am. Medical Informatics Assoc. 31(5): 1102-1112 (2024)- [j8]Dazheng Zhang, Jiayi Tong, Ronen Stein, Yiwen Lu, Naimin Jing, Yuchen Yang, Mary Regina Boland, Chongliang Luo, Robert N. Baldassano, Raymond J. Carroll, Christopher B. Forrest, Yong Chen:
One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites. J. Biomed. Informatics 150: 104595 (2024) - 2023
- [j7]Yizhao Zhou, Jiasheng Shi, Ronen Stein, Xiaokang Liu, Robert N. Baldassano, Christopher B. Forrest, Yong Chen, Jing Huang:
Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research. J. Am. Medical Informatics Assoc. 30(7): 1246-1256 (2023) - 2021
- [j6]Xueqin Pang, Christopher B. Forrest, Félice Lê-Scherban, Aaron J. Masino:
Prediction of early childhood obesity with machine learning and electronic health record data. Int. J. Medical Informatics 150: 104454 (2021) - 2020
- [j5]Rui Duan, Mary Regina Boland, Zixuan Liu, Yue Liu, Howard H. Chang, Hua Xu, Haitao Chu, Christopher H. Schmid, Christopher B. Forrest, John H. Holmes, Martijn J. Schuemie, Jesse A. Berlin, Jason H. Moore, Yong Chen:
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm. J. Am. Medical Informatics Assoc. 27(3): 376-385 (2020) - [j4]Rui Duan, Chongliang Luo, Martijn J. Schuemie, Jiayi Tong, C. Jason Liang, Howard H. Chang, Mary Regina Boland, Jiang Bian, Hua Xu, John H. Holmes, Christopher B. Forrest, Sally C. Morton, Jesse A. Berlin, Jason H. Moore, Kevin B. Mahoney, Yong Chen:
Learning from local to global: An efficient distributed algorithm for modeling time-to-event data. J. Am. Medical Informatics Assoc. 27(7): 1028-1036 (2020)
2010 – 2019
- 2019
- [c4]Xueqin Pang, Christopher B. Forrest, Félice Lê-Scherban, Aaron J. Masino:
Understanding Early Childhood Obesity via Interpretation of Machine Learning Model Predictions. ICMLA 2019: 1438-1443 - 2017
- [c3]L. Charles Bailey, Hanieh Razzaghi, Elizabeth R. Earley, Jeanhee Moon, Levon Utidjian, Jessica Hawkins, Christopher B. Forrest:
EHR-based Quality Measurement to Reduce Antibiotic Use in Children. AMIA 2017 - [c2]Levon Utidjian, Ritu Khare, Hanieh Razzaghi, Amanda F. Dempsey, Michelle Denburg, Christopher B. Forrest, Charles Bailey:
Developing Computable Phenotypes of Pediatric Chronic Conditions in PEDSnet. AMIA 2017 - [c1]Levon Utidjian, Ritu Khare, Hanieh Razzaghi, Amanda F. Dempsey, Michelle Denburg, Christopher B. Forrest, Charles Bailey:
Developing Computable Phenotypes for Pediatric Chronic Conditions in PEDSnet. CRI 2017 - 2015
- [j3]George Hripcsak, Christopher B. Forrest, Patricia Flatley Brennan, William W. Stead:
Informatics to support the IOM social and behavioral domains and measures. J. Am. Medical Informatics Assoc. 22(4): 921-924 (2015) - 2014
- [j2]Christopher B. Forrest, Peter A. Margolis, L. Charles Bailey, Keith Marsolo, Mark A. Del Beccaro, Jonathan A. Finkelstein, David E. Milov, Veronica J. Vieland, Bryan A. Wolf, Feliciano B. Yu, Michael G. Kahn:
Brief communication: PEDSnet: a National Pediatric Learning Health System. J. Am. Medical Informatics Assoc. 21(4): 602-606 (2014) - 2011
- [j1]Alexander G. Fiks, Evaline A. Alessandrini, Christopher B. Forrest, Saira Khan, A. Russell Localio, Andreas Gerber:
Electronic medical record use in pediatric primary care. J. Am. Medical Informatics Assoc. 18(1): 38-44 (2011)
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