Levin, Scott

Machine-Learning-Based Electronic Triage More Accurately Differentiates Patients With Respect to Clinical Outcomes Compared With the Emergency Severity Index

Levin, S., Toerper, M., Hamrock, E., Hinson, J. S., Barnes, S., Gardner, H., Dugas, A., Linton, B., Kirsch, T., & Kelen, G. (2018) · Annals of Emergency Medicine

Emergency and Acute Care StudiesMachine Learning in Healthcare

Cited by 424

Crowding Delays Treatment and Lengthens Emergency Department Length of Stay, Even Among High-Acuity Patients

McCarthy, M. L., Zeger, S. L., Ding, R., Levin, S. R., Desmond, J. S., Lee, J., & Aronsky, D. (2009) · Annals of Emergency Medicine

Emergency and Acute Care StudiesHealthcare Operations and Scheduling Optimization

Cited by 367

An Electronic Emergency Triage System to Improve Patient Distribution by Critical Outcomes

Dugas, A. F., Kirsch, T. D., Toerper, M., Korley, F., Yenokyan, G., France, D., Hager, D., & Levin, S. (2016) · The Journal of Emergency Medicine

Emergency and Acute Care StudiesTrauma and Emergency Care Studies

Cited by 132

Machine learning and artificial intelligence: applications in healthcare epidemiology

Hamilton, A. J., Strauss, A. T., Martinez, D. A., Hinson, J. S., Levin, S., Lin, G., & Klein, E. Y. (2021) · Antimicrobial Stewardship & Healthcare Epidemiology

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 58

Evaluation of multidisciplinary collaboration in pediatric trauma care using EHR data

Durojaiye, A. B., Levin, S., Toerper, M., Kharrazi, H., Lehmann, H. P., & Gurses, A. P. (2019) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsHospital Admissions and Outcomes

Cited by 32

Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions

Hinson, J. S., Klein, E., Smith, A., Toerper, M., Dungarani, T., Hager, D., Hill, P., Kelen, G., Niforatos, J. D., Stephens, R. S., et al. (2022) · npj Digital Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 30