| Machine-learning-based electronic triage more accurately differentiates patients with respect to clinical outcomes compared with the emergency severity index S Levin, M Toerper, E Hamrock, JS Hinson, S Barnes, H Gardner, ... Annals of emergency medicine 71 (5), 565-574. e2, 2018 | 298 | 2018 |
| Real-time prediction of inpatient length of stay for discharge prioritization S Barnes, E Hamrock, M Toerper, S Siddiqui, S Levin Journal of the American Medical Informatics Association 23 (e1), e2-e10, 2016 | 149 | 2016 |
| Preventing the transmission of multidrug-resistant organisms: modeling the relative importance of hand hygiene and environmental cleaning interventions SL Barnes, DJ Morgan, AD Harris, PC Carling, KA Thom Infection Control & Hospital Epidemiology 35 (9), 1156-1162, 2014 | 118 | 2014 |
| Applying queueing theory to the study of emergency department operations: a survey and a discussion of comparable simulation studies X Hu, S Barnes, B Golden International transactions in operational research 25 (1), 7-49, 2018 | 80 | 2018 |
| Applications of agent-based modeling and simulation to healthcare operations management S Barnes, B Golden, S Price Handbook of healthcare operations management: methods and applications, 45-74, 2013 | 60 | 2013 |
| Contribution of Interfacility Patient Movement to Overall Methicillin-Resistant Staphylococcus aureus Prevalence Levels SL Barnes, AD Harris, BL Golden, EA Wasil, JP Furuno Infection control and hospital epidemiology 32 (11), 1073-1078, 2011 | 57 | 2011 |
| MRSA Transmission Reduction Using Agent-Based Modeling and Simulation S Barnes, B Golden, E Wasil INFORMS Journal on Computing 22 (4), 635-646, 2010 | 48 | 2010 |
| Critical care capacity in Haiti: A nationwide cross-sectional survey LI Losonczy, SL Barnes, S Liu, SR Williams, MT McCurdy, V Lemos, ... PLoS One 14 (6), e0218141, 2019 | 33 | 2019 |
| The impact of reducing antibiotics on the transmission of multidrug-resistant organisms SL Barnes, C Rock, AD Harris, SE Cosgrove, DJ Morgan, KA Thom infection control & hospital epidemiology 38 (6), 663-669, 2017 | 31 | 2017 |
| Deconstructing the relative benefits of a universal glove and gown intervention on MRSA acquisition AD Harris, DJ Morgan, L Pineles, EN Perencevich, SL Barnes Journal of Hospital Infection 96 (1), 49-53, 2017 | 30 | 2017 |
| Readmission risk trajectories for patients with heart failure using a dynamic prediction approach: retrospective study W Jiang, S Siddiqui, S Barnes, LA Barouch, F Korley, DA Martinez, ... JMIR medical informatics 7 (4), 2019 | 28 | 2019 |
| Machine-learning-based hospital discharge predictions can support multidisciplinary rounds and decrease hospital length-of-stay S Levin, S Barnes, M Toerper, A Debraine, A DeAngelo, E Hamrock, ... BMJ Innovations 7 (2), 2021 | 26 | 2021 |
| A dynamic patient network model of hospital-acquired infections S Barnes, B Golden, E Wasil Winter Simulation Conference (WSC), Proceedings of the 2010, 2249-2260, 2010 | 23 | 2010 |
| Lognormal-based mixture models for robust fitting of hospital length of stay distributions X Zhang, S Barnes, B Golden, M Myers, P Smith Operations Research for Health Care 22, 100184, 2019 | 15 | 2019 |
| An Application of Factorial Design to Compare the Relative Effectiveness of Hospital Infection Control Measures S Jain, RR Creasey, J Himmelspach, KP White, M Fu Winter Simulation Conference, 2011 | 13* | 2011 |
| Great expectations: An analysis of major league baseball free agent performance SL Barnes, MV Bjarnadóttir Statistical Analysis and Data Mining: The ASA Data Science Journal 9 (5 …, 2016 | 12 | 2016 |
| Exploring the effects of network structure and healthcare worker behavior on the transmission of hospital-acquired infections S Barnes, B Golden, E Wasil IIE Transactions on Healthcare Systems Engineering 2 (4), 259-273, 2012 | 11 | 2012 |
| A data-driven framework for identifying intensive care unit admissions colonized with multidrug-resistant organisms Ç Çaǧlayan, SL Barnes, LL Pineles, AD Harris, EY Klein Frontiers in Public Health 10, 853757, 2022 | 9 | 2022 |
| An evolutionary computation approach for optimizing multilevel data to predict patient outcomes S Barnes, S Saria, S Levin Journal of healthcare engineering 2018, 2018 | 9 | 2018 |
| Early detection of bioterrorism: monitoring disease using an agent-based model S Hu, S Barnes, B Golden Proceedings of the Winter Simulation Conference 2014, 310-321, 2014 | 9 | 2014 |
Scott LevinSr. Director Research, Beckman Coulter (Danaher); Professor, Johns Hopkins UniversityVerifierad e-postadress på jhmi.edu
