Stebėti
Jieshi Chen
Jieshi Chen
Patvirtintas el. paštas andrew.cmu.edu
Pavadinimas
Cituota
Cituota
Metai
Whole-genome sequencing surveillance and machine learning of the electronic health record for enhanced healthcare outbreak detection
AJ Sundermann, J Chen, P Kumar, AM Ayres, ST Cho, C Ezeonwuka, ...
Clinical Infectious Diseases 75 (3), 476-482, 2022
542022
Automated data mining of the electronic health record for investigation of healthcare-associated outbreaks
AJ Sundermann, JK Miller, JW Marsh, MI Saul, KA Shutt, M Pacey, ...
Infection Control & Hospital Epidemiology 40 (3), 314-319, 2019
422019
Outbreak of Pseudomonas aeruginosa Infections from a Contaminated Gastroscope Detected by Whole Genome Sequencing Surveillance
AJ Sundermann, J Chen, JK Miller, MI Saul, KA Shutt, MP Griffith, ...
Clinical Infectious Diseases 73 (3), e638-e642, 2021
282021
Statistical outbreak detection by joining medical records and pathogen similarity
JK Miller, J Chen, A Sundermann, JW Marsh, MI Saul, KA Shutt, M Pacey, ...
Journal of biomedical informatics 91, 103126, 2019
162019
Novel prediction techniques based on clusterwise linear regression
I Gitman, J Chen, E Lei, A Dubrawski
arXiv preprint arXiv:1804.10742, 2018
132018
Whole-genome sequencing surveillance and machine learning for healthcare outbreak detection and investigation: a systematic review and summary
AJ Sundermann, J Chen, JK Miller, EM Martin, GM Snyder, D Van Tyne, ...
Antimicrobial Stewardship & Healthcare Epidemiology 2 (1), e91, 2022
112022
Classifying unstructured clinical notes via automatic weak supervision
C Gao, M Goswami, J Chen, A Dubrawski
Machine Learning for Healthcare Conference, 673-690, 2022
82022
Predicting neurological recovery with canonical autocorrelation embeddings
M De-Arteaga, J Chen, P Huggins, J Elmer, G Clermont, A Dubrawski
PloS one 14 (1), e0210966, 2019
82019
Actionable intelligence in healthcare
J Liebowitz, A Dawson
CRC Press, 2017
42017
Empirically derived sequence similarity thresholds to study the genomic epidemiology of plasmids shared among healthcare-associated bacterial pathogens
D Evans, A Sundermann, M Griffith, VR Srinivasa, M Mustapha, J Chen, ...
EBioMedicine 93, 2023
32023
Using machine learning to support transfer of best practices in healthcare
S Caldas, J Chen, A Dubrawski
AMIA Annual Symposium Proceedings 2021, 265, 2021
22021
Empirical genomic methods for tracking plasmid spread among healthcare-associated bacteria
D Evans, A Sundermann, M Griffith, V Srinivasa, M Mustapha, J Chen, ...
medRxiv, 2022.09. 09.22279653, 2022
12022
Learning to extract actionable evidence from medical insurance claims data
J Chen, A Dubrawski
Actionable Intelligence in Healthcare, 219-240, 2017
12017
Identification of sufferers of rare diseases using medical claims data
J Chen, A Dubrawski
Online Journal of Public Health Informatics 9 (1), 2017
12017
Prognostication of Neurological Recovery by Analyzing Structural Breaks in EEG Data
D Bethge, J Chen, O Grothe, J Elmer, A Dubrawski
2019 International Conference on Data Mining Workshops (ICDMW), 933-940, 2019
2019
Canonical Least Squares Clustering on Sparse Medical Data
I Gitman, J Chen, A Dubrawski
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Straipsniai 1–16