Christopher B. Forrest

According to our database, Christopher B. Forrest authored at least 13 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A latent transfer learning method for estimating hospital-specific post-acute healthcare demands following SARS-CoV-2 infection.

Qiong Wu, Nathan M. Pajor, Yiwen Lu, Charles J. Wolock, Jiayi Tong, Vitaly Lorman, Kevin B. Johnson, Jason H. Moore, Christopher B. Forrest, David A. Asch, Yong Chen

Patterns, 2024

One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites.

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

J. Biomed. Informatics, 2024

Learning competing risks across multiple hospitals: one-shot distributed algorithms.

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

J. Am. Medical Informatics Assoc., 2024

2023

Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research.

Yizhao Zhou, Jiasheng Shi, Ronen Stein, Xiaokang Liu, Robert N. Baldassano, Christopher B. Forrest, Yong Chen, Jing Huang

J. Am. Medical Informatics Assoc., June, 2023

2021

Prediction of early childhood obesity with machine learning and electronic health record data.

Xueqin Pang, Christopher B. Forrest, Félice Lê-Scherban, Aaron J. Masino

Int. J. Medical Informatics, 2021

2020

Learning from local to global: An efficient distributed algorithm for modeling time-to-event data.

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

J. Am. Medical Informatics Assoc., 2020

Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.

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

J. Am. Medical Informatics Assoc., 2020

2019

Understanding Early Childhood Obesity via Interpretation of Machine Learning Model Predictions.

Xueqin Pang, Christopher B. Forrest, Félice Lê-Scherban, Aaron J. Masino

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2017

Developing Computable Phenotypes of Pediatric Chronic Conditions in PEDSnet.

Levon Utidjian, Ritu Khare, Hanieh Razzaghi, Amanda F. Dempsey, Michelle Denburg, Christopher B. Forrest, Charles Bailey

Proceedings of the AMIA 2017, 2017

EHR-based Quality Measurement to Reduce Antibiotic Use in Children.

L. Charles Bailey, Hanieh Razzaghi, Elizabeth R. Earley, Jeanhee Moon, Levon Utidjian, Jessica Hawkins, Christopher B. Forrest

Proceedings of the AMIA 2017, 2017

2015

Informatics to support the IOM social and behavioral domains and measures.

George Hripcsak, Christopher B. Forrest, Patricia Flatley Brennan, William W. Stead

J. Am. Medical Informatics Assoc., 2015

2014

Brief communication: PEDSnet: a National Pediatric Learning Health System.

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

J. Am. Medical Informatics Assoc., 2014

2011

Electronic medical record use in pediatric primary care.

Alexander G. Fiks, Evaline A. Alessandrini, Christopher B. Forrest, Saira Khan, A. Russell Localio, Andreas Gerber

J. Am. Medical Informatics Assoc., 2011