Edelson, Dana P.

Quick sepsis-related organ failure assessment, systemic inflammatory response syndrome, and early warning scores for detecting clinical deterioration in infected patients outside the intensive care unit

Churpek, M. M., Snyder, A., Han, X., Sokol, S., Pettit, N., Howell, M. D., & Edelson, D. P. (2017) · American Journal of Respiratory and Critical Care Medicine

Sepsis Diagnosis and TreatmentInflammation biomarkers and pathways

Cited by 689

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

Churpek, M. M., Yuen, T. C., Winslow, C., Meltzer, D. O., Kattan, M. W., & Edelson, D. P. (2016) · Critical Care Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 638

The development of a machine learning inpatient acute kidney injury prediction model.

Koyner, J. L., Carey, K. A., Edelson, D. P., & Churpek, M. M. (2018) · Critical Care Medicine

Acute Kidney Injury ResearchMachine Learning in Healthcare

Cited by 323

Association between intensive care unit transfer delay and hospital mortality: A multicenter investigation

Churpek, M. M., Wendlandt, B., Zadravecz, F. J., Adhikari, R., Winslow, C., & Edelson, D. P. (2016) · Journal of Hospital Medicine

Cardiac Arrest and ResuscitationSepsis Diagnosis and Treatment

Cited by 143

Identifying Patients With Sepsis on the Hospital Wards

Bhattacharjee, P., Edelson, D. P., & Churpek, M. M. (2017) · Chest

Sepsis Diagnosis and TreatmentInflammation biomarkers and pathways

Cited by 120

The Impact of a Machine Learning Early Warning Score on Hospital Mortality: A Multicenter Clinical Intervention Trial

Winslow, C. J., Edelson, D. P., Churpek, M. M., Taneja, M., Shah, N. S., Datta, A., Wang, C.-H., Ravichandran, U., McNulty, P., Kharasch, M., et al. (2022) · Critical Care Medicine

Cardiac Arrest and ResuscitationMachine Learning in Healthcare

Cited by 69

Real-Time Risk Prediction on the Wards: A Feasibility Study

Kang, M. A., Churpek, M. M., Zadravecz, F. J., Adhikari, R., Twu, N. M., & Edelson, D. P. (2016) · Critical Care Medicine

Cardiac Arrest and ResuscitationHealthcare Technology and Patient Monitoring

Cited by 61

Hospital cardiac arrest resuscitation practice in the United States: A nationally representative survey

Edelson, D. P., Yuen, T. C., Mancini, M. E., Davis, D. P., Hunt, E. A., Miller, J. A., & Abella, B. S. (2014) · Journal of Hospital Medicine

Cardiac Arrest and ResuscitationPalliative Care and End-of-Life Issues

Cited by 61

Obstructive sleep apnea and adverse outcomes in surgical and nonsurgical patients on the wards

Lyons, P. G., Zadravecz, F. J., Edelson, D. P., Mokhlesi, B., & Churpek, M. M. (2015) · Journal of Hospital Medicine

Obstructive Sleep Apnea ResearchCardiac, Anesthesia and Surgical Outcomes

Cited by 25

Multicenter Development and Validation of a Multimodal Deep Learning Model to Predict Moderate to Severe AKI

Koyner, J. L., Martin, J., Carey, K. A., Caskey, J., Edelson, D. P., Mayampurath, A., Dligach, D., Afshar, M., & Churpek, M. M. (2025) · Clinical Journal of the American Society of Nephrology

Acute Kidney Injury ResearchMachine Learning in Healthcare

Cited by 10