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Erkin Ítleş
Erkin Ítleş
Other namesErkin Otles
Verified email at med.umich.edu - Homepage
Title
Cited by
Cited by
Year
Human factors
WHO, T Wetterneck, R Holden, J Beasley, E Otles
World Health Organization, 2016
237*2016
External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients
A Wong, E Ítleş, JP Donnelly, A Krumm, J McCullough, ...
JAMA Internal Medicine 181 (8), 1065-1070, 2021
2042021
Evaluating a widely implemented proprietary deterioration index model among hospitalized patients with COVID-19
K Singh, TS Valley, S Tang, BY Li, F Kamran, MW Sjoding, J Wiens, ...
Annals of the American Thoracic Society 18 (7), 1129-1137, 2021
69*2021
The impact of emergency department census on the decision to admit
JK Gorski, RJ Batt, E Otles, MN Shah, AG Hamedani, BW Patterson
Academic Emergency Medicine 24 (1), 13-21, 2017
372017
Cherry picking patients: examining the interval between patient rooming and resident self‐assignment
BW Patterson, RJ Batt, MD Wilbanks, E Otles, MC Westergaard, MN Shah
Academic Emergency Medicine 23 (6), 679-684, 2016
252016
Quantification of sepsis model alerts in 24 US hospitals before and during the COVID-19 pandemic
A Wong, J Cao, PG Lyons, S Dutta, VJ Major, E Ítleş, K Singh
JAMA Network Open 4 (11), e2135286-e2135286, 2021
212021
Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study
F Kamran, S Tang, E Otles, DS McEvoy, SN Saleh, J Gong, BY Li, S Dutta, ...
bmj 376, 2022
182022
Mind the performance gap: examining dataset shift during prospective validation
E Ítleş, J Oh, B Li, M Bochinski, H Joo, J Ortwine, E Shenoy, L Washer, ...
Machine Learning for Healthcare Conference, 506-534, 2021
122021
Using natural language processing to automatically assess feedback quality: Findings from 3 surgical residencies
E Ítleş, DE Kendrick, QP Solano, M Schuller, SL Ahle, MH Eskender, ...
Academic Medicine 96 (10), 1457-1460, 2021
82021
Natural language processing and assessment of resident feedback quality
QP Solano, L Hayward, Z Chopra, K Quanstrom, D Kendrick, KL Abbott, ...
Journal of surgical education 78 (6), e72-e77, 2021
52021
Development and validation of models to predict pathological outcomes of radical prostatectomy in regional and national cohorts
E Ítleş, BT Denton, B Qu, A Murali, S Merdan, GB Auffenberg, SC Hiller, ...
The Journal of Urology 207 (2), 358-366, 2022
42022
It's time to bring human factors to primary care policy and practice
JW Beasley, RJ Holden, E Ítleş, LA Green, LM Steege, TB Wetterneck
Applied Ergonomics 85, 103077, 2020
42020
Natural language processing to estimate clinical competency committee ratings
KL Abbott, BC George, G Sandhu, CM Harbaugh, PG Gauger, E Ítleş, ...
Journal of Surgical Education 78 (6), 2046-2051, 2021
12021
Teaching artificial intelligence as a fundamental toolset of medicine
E Ítleş, CA James, KD Lomis, JO Woolliscroft
Cell Reports Medicine 3 (12), 100824, 2022
2022
Using natural language processing to determine factors associated with high-quality feedback
KM Marcotte, E Ítleş, AE Thelen, R Gates, BC George, AE Krumm
Global Surgical Education-Journal of the Association for Surgical Educationá…, 2022
2022
Dynamic prediction of work status for workers with occupational injuries: assessing the value of longitudinal observations
E Ítleş, J Seymour, H Wang, BT Denton
Journal of the American Medical Informatics Association 29 (11), 1931-1940, 2022
2022
Prospective evaluation of data-driven models to predict daily risk of Clostridioides difficile infection at 2 large academic health centers
M Kamineni, E Ítleş, J Oh, K Rao, VB Young, BY Li, LR West, DC Hooper, ...
Infection Control & Hospital Epidemiology, 1-4, 2022
2022
Comparative Assessment of a Machine Learning Model and Rectal Swab Surveillance to Predict Hospital Onset Clostridioides difficile
E Ítleş, J Oh, A Patel, M Keidan, VB Young, K Rao, J Wiens
Open Forum Infectious Diseases 8 (Supplement_1), S12-S12, 2021
2021
Validating a Widely Implemented Deterioration Index Model Among Hospitalized COVID-19 Patients (preprint)
K Singh, TS Valley, S Tang, BY Li, F Kamran, MW Sjoding, J Wiens, ...
2020
Return to Work After Injury: A Sequential Prediction & Decision Problem
E Ítleş, H Wang, S Zhang, B Denton, J Seymour, J Wiens
Machine Learning for Healthcare (Clinical Abstract), 2018
2018
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Articles 1–20