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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
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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
452020
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
212023
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
212021
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
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
162021
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
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
72022
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
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
Multimodal hierarchical multi-task deep learning framework for jointly predicting and explaining Alzheimer disease progression
S Kumar, S Yu, T Kannampallil, A Michelson, A Sotiras, P Payne
arXiv preprint arXiv:2404.03208, 2024
2024
Development of the Assessment of Clinical Prediction Model Transportability (APT) Checklist
SC Yu
Washington University in St. Louis, McKelvey School of Engineering …, 2022
2022
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