Portrait of Jieshi Chen
Principal Research Programmer / Analyst
Home Department: RI
Office: 3115 Newell-Simon Hall
Phone: (412) 268-3818
Lab: Auton Lab
Mailing Address
Displaying 8 Publications

2022
Using Machine Learning to Support Transfer of Best Practices in Healthcare
Sebastian Caldas, Jieshi Chen, and Artur Dubrawski
Conference Paper, Proceedings of American Medical Informatics Association Annual Symposium (AMIA '21), pp. 265 - 274, February, 2022
2020
Outbreak of Pseudomonas aeruginosa Infections from a Contaminated Gastroscope Detected by Whole Genome Sequencing Surveillance
Alexander J. Sundermann, Jieshi Chen, James K. Miller, Melissa I. Saul, Kathleen A. Shutt, Marissa P. Griffith, Mustapha M. Mustapha, Chinelo Ezeonwuka, Kady Waggle, Vatsala Srinivasa, Praveen Kumar, A. William Pasculle, Ashley M. Ayres, Graham M. Snyder, Vaughn S. Cooper, Daria Van Tyne, Jane W. Marsh, Artur W. Dubrawski, and Lee H. Harrison
Journal Article, Clinical Infectious Diseases, December, 2020
2019
Prognostication of Neurological Recovery by Analyzing Structural Breaks in EEG Data
David Bethge, Jieshi Chen, Oliver Grothe, Jonathan Elmer, and Artur Dubrawski
Workshop Paper, ICDM '19 Workshops, pp. 933 - 940, November, 2019
Automated Data Mining of the Electronic Health Record for Investigation of Healthcare-Associated Outbreaks
Alexander J. Sundermann, James K. Miller, Jane W. Marsh, Melissa I. Saul, Kathleen A. Shutt, Marissa Pacey, Mustapha M. Mustapha, Ashley Ayres, A. William Pasculle, Jieshi Chen, Graham M. Snyder, Artur W. Dubrawski, and Lee H. Harrison
Journal Article, Infection Control & Hospital Epidemiology, Vol. 40, No. 3, pp. 314 - 319, March, 2019
Statistical outbreak detection by joining medical records and pathogen similarity
James K. Miller, Jieshi Chen, Alexander Sundermann, Jane W. Marsh, Melissa I. Saul, Kathleen A. Shutt, Marissa Pacey, Mustapha M. Mustapha, Lee H. Harrison, and Artur Dubrawski
Journal Article, Journal of Biomedical Informatics, Vol. 91, March, 2019
Predicting neurological recovery with Canonical Autocorrelation Embeddings
Maria De Arteaga, Jieshi Chen, Peter Huggins, Jonathan Elmer, Gilles Clermont, and Artur W. Dubrawski
Journal Article, PLOS ONE, Vol. 14, No. 1, 2019
2017
Learning to Extract Actionable Evidence from Medical Insurance Claims Data
Jieshi Chen and Artur Dubrawski
Book Section/Chapter, Actionable Intelligence in Healthcare, April, 2017
2016
Identification of Sufferers of Rare Diseases Using Medical Claims Data
Jieshi Chen and Artur Dubrawski
Conference Paper, Proceedings of Annual Conference of the International Society for Disease Surveillance (ISDS '16), December, 2016