Donnelly, John P.

External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients

Wong, A., Otles, E., Donnelly, J. P., Krumm, A., McCullough, J., DeTroyer-Cooley, O., Pestrue, J., Phillips, M., Konye, J., Penoza, C., et al. (2021) · JAMA Internal Medicine

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 995

Factors associated with death in critically ill patients with coronavirus disease 2019 in the US

Gupta, S., Hayek, S. S., Wang, W., Chan, L., Mathews, K. S., Melamed, M. L., Brenner, S. K., Leonberg-Yoo, A., Schenck, E. J., Radbel, J., et al. (2020) · JAMA Internal Medicine

COVID-19 Clinical Research StudiesSepsis Diagnosis and Treatment

Cited by 957

Community-, healthcare-, and hospital-acquired severe sepsis hospitalizations in the University HealthSystem Consortium.

Page, D. B., Donnelly, J. P., & Wang, H. E. (2015) · Critical Care Medicine

Sepsis Diagnosis and TreatmentNosocomial Infections in ICU

Cited by 157

Evaluating a Widely Implemented Proprietary Deterioration Index Model among Hospitalized Patients with COVID-19

Singh, K., Valley, T. S., Tang, S., Li, B. Y., Kamran, F., Sjoding, M. W., Wiens, J., Otles, E., Donnelly, J. P., Wei, M. Y., et al. (2021) · Annals of the American Thoracic Society

COVID-19 Clinical Research StudiesMachine Learning in Healthcare

Cited by 111

Automated electronic medical record sepsis detection in the emergency department

Nguyen, S. Q., Mwakalindile, E., Booth, J. S., Hogan, V., Morgan, J., Prickett, C. T., Donnelly, J. P., & Wang, H. E. (2014) · PeerJ

Sepsis Diagnosis and TreatmentElectronic Health Records Systems

Cited by 68

Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study

Kamran, F., Tang, S., Otles, E., McEvoy, D. S., Saleh, S. N., Gong, J., Li, B. Y., Dutta, S., Liu, X., Medford, R. J., et al. (2022) · BMJ

Machine Learning in HealthcareCOVID-19 Clinical Research Studies

Cited by 60

Association of neighborhood socioeconomic status with risk of infection and sepsis.

Donnelly, J. P., Lakkur, S., Judd, S. E., Levitan, E. B., Griffin, R., Howard, G., Safford, M. M., & Wang, H. E. (2018) · Clinical Infectious Diseases

Health disparities and outcomesSepsis Diagnosis and Treatment

Cited by 53