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Erkin Ötleş
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External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients
A Wong, E Ötleş, JP Donnelly, A Krumm, J McCullough, ...
JAMA Internal Medicine 181 (8), 1065-1070, 2021
3952021
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
95*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
502017
Human factors
WHO, T Wetterneck, R Holden, J Beasley, E Otles
World Health Organization, 2016
48*2016
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
392022
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 Ötleş, K Singh
JAMA Network Open 4 (11), e2135286-e2135286, 2021
392021
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
282016
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
262021
Using natural language processing to automatically assess feedback quality: Findings from 3 surgical residencies
E Ötleş, DE Kendrick, QP Solano, M Schuller, SL Ahle, MH Eskender, ...
Academic Medicine 96 (10), 1457-1460, 2021
222021
Mind the performance gap: examining dataset shift during prospective validation
E Ötleş, J Oh, B Li, M Bochinski, H Joo, J Ortwine, E Shenoy, L Washer, ...
Machine Learning for Healthcare Conference, 506-534, 2021
182021
Teaching artificial intelligence as a fundamental toolset of medicine
E Ötleş, CA James, KD Lomis, JO Woolliscroft
Cell Reports Medicine 3 (12), 2022
172022
Natural language processing to estimate clinical competency committee ratings
KL Abbott, BC George, G Sandhu, CM Harbaugh, PG Gauger, E Ötleş, ...
Journal of Surgical Education 78 (6), 2046-2051, 2021
102021
Development and validation of models to predict pathological outcomes of radical prostatectomy in regional and national cohorts
E Ötleş, BT Denton, B Qu, A Murali, S Merdan, GB Auffenberg, SC Hiller, ...
The Journal of urology 207 (2), 358-366, 2022
92022
It's time to bring human factors to primary care policy and practice
JW Beasley, RJ Holden, E Ötleş, LA Green, LM Steege, TB Wetterneck
Applied Ergonomics 85, 103077, 2020
92020
External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients JAMA Intern Med, 181 (2021)
A Wong, E Otles, JP Donnelly, A Krumm, J McCullough, ...
CrossRef View in Scopus, 1065-1070, 0
7
Using natural language processing to determine factors associated with high-quality feedback
KM Marcotte, E Ötleş, AE Thelen, R Gates, BC George, AE Krumm
Global Surgical Education-Journal of the Association for Surgical Education …, 2022
52022
External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients. JAMA Internal Medicine 181, 8 (Aug. 2021), 1065–1070
A Wong, E Otles, JP Donnelly, A Krumm, J McCullough, ...
CrossRef View in Scopus, 1065, 2021
52021
Clostridioides difficile infection surveillance in intensive care units and oncology wards using machine learning
E Ötleş, EA Balczewski, M Keidan, J Oh, A Patel, VB Young, K Rao, ...
Infection Control & Hospital Epidemiology 44 (11), 1776-1781, 2023
32023
Laraine Washer, Vincent B Young, Krishna Rao, et al. Mind the performance gap: examining dataset shift during prospective validation
E Otles, J Oh, B Li, M Bochinski, H Joo, J Ortwine, E Shenoy
Machine Learning for Healthcare Conference, 506-534, 0
3
Association of Gender and Operative Feedback Quality in Surgical Residents
RS Gates, K Marcotte, R Moreci, BC George, GJ Kim, KH Kraft, T Soltani, ...
Journal of Surgical Education 80 (11), 1516-1521, 2023
22023
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