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Sean C. Yu
Sean C. Yu
Institute for Informatics, Washington University School of Medicine in St. Louis
Verified email at wustl.edu
Title
Cited by
Cited by
Year
Spot the difference: comparing results of analyses from real patient data and synthetic derivatives
RE Foraker, SC Yu, A Gupta, AP Michelson, JA Pineda Soto, R Colvin, ...
JAMIA open 3 (4), 557-566, 2020
422020
Comparison of sepsis definitions as automated criteria
SC Yu, KD Betthauser, A Gupta, PG Lyons, AM Lai, MH Kollef, ...
Critical care medicine 49 (4), e433-e443, 2021
202021
The clinical course of coronavirus disease 2019 in a US hospital system: a multistate analysis
A Mody, PG Lyons, C Vazquez Guillamet, A Michelson, S Yu, ...
American journal of epidemiology 190 (4), 539-552, 2021
202021
Factors associated with variability in the performance of a proprietary sepsis prediction model across 9 networked hospitals in the US
PG Lyons, MR Hofford, CY Sean, AP Michelson, PRO Payne, CL Hough, ...
JAMA internal medicine 183 (6), 611-612, 2023
172023
Comparison of early warning scores for sepsis early identification and prediction in the general ward setting
SC Yu, N Shivakumar, K Betthauser, A Gupta, AM Lai, MH Kollef, ...
JAMIA Open 4 (3), ooab062, 2021
142021
A pragmatic machine learning model to predict carbapenem resistance
RJ McGuire, SC Yu, PRO Payne, AM Lai, MC Vazquez-Guillamet, ...
Antimicrobial agents and chemotherapy 65 (7), 10.1128/aac. 00063-21, 2021
142021
Deconvolution of images from 3D printed cells in layers on a chip
S Yu, P Joshi, YJ Park, KN Yu, MY Lee
Biotechnology progress 34 (2), 445-454, 2018
82018
A review of clinical workflow studies and methods
P Payne, M Lopetegui, S Yu
Cognitive Informatics: Reengineering Clinical Workflow for Safer and More …, 2019
72019
Self-explaining neural network with concept-based explanations for ICU mortality prediction
S Kumar, SC Yu, T Kannampallil, Z Abrams, A Michelson, PRO Payne
Proceedings of the 13th ACM International Conference on Bioinformatics …, 2022
52022
Respiratory support status from EHR data for adult population: classification, heuristics, and usage in predictive modeling
SC Yu, MR Hofford, AM Lai, MH Kollef, PRO Payne, AP Michelson
Journal of the American Medical Informatics Association 29 (5), 813-821, 2022
42022
Novel Visualization of Clostridium difficile Infections in Intensive Care Units
CY Sean, AM Lai, J Smyer, J Flaherty, JE Mangino, AS McAlearney, ...
ACI open 3 (02), e71-e77, 2019
42019
Sepsis prediction for the general ward setting
SC Yu, A Gupta, KD Betthauser, PG Lyons, AM Lai, MH Kollef, ...
Frontiers in digital health 4, 848599, 2022
32022
OpenSep: a generalizable open source pipeline for SOFA score calculation and Sepsis-3 classification
MR Hofford, SC Yu, AEW Johnson, AM Lai, PRO Payne, AP Michelson
JAMIA open 5 (4), ooac105, 2022
22022
Comparison of early warning scores for sepsis early identification and prediction in the general ward setting
CY Sean, N Shivakumar, K Betthauser, A Gupta, AM Lai, MH Kollef, ...
JAMIA open 4 (3), 2021
22021
Self-explaining neural network with plausible explanations
S Kumar, SC Yu, A Michelson, PR Payne
arXiv preprint arXiv:2110.04598, 2021
22021
A PRAGMATIC MACHINE LEARNING MODEL TO PREDICT CARBAPENEM RESISTANCE
R McGuire, S Yu, A Michelson, MCV Guilamet, M Kollef
Chest 158 (4), A706, 2020
12020
A Machine Learning Approach to Sepsis Prediction in non-Intensive Care Unit Patients
A Michelson, S Yu, A Gupta, AM Lai, MH Kollef, PRO Payne
D104. CRITICAL CARE: A FINE BALANCE-SEPSIS DEFINITIONS, OUTCOMES AND …, 2019
12019
High-Content Image Analysis
S Yu, P Joshi, DW Lee, MY Lee
Microarray Bioprinting Technology: Fundamentals and Practices, 143-160, 2016
12016
Development of the Assessment of Clinical Prediction Model Transportability (APT) Checklist
SC Yu
Washington University in St. Louis, McKelvey School of Engineering …, 2022
2022
Care Process Discovery and Visualization of the Acute Myocardial Infarction Cohort with Diabetes Type II in the MIMIC-III Critical Care Dataset
CY Sean, AM Lai
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Articles 1–20