Man vs. Machine: Comparing Physician vs. Electronic Health Record–Based Model Predictions for 30-Day Hospital Readmissions

[1] Jencks SF(2009)Rehospitalizations among patients in the Medicare fee-for-service program N Engl J Med 360 1418-1428

[2] Williams MV(2014)Medicaid admissions and readmissions: understanding the prevalence, payment, and most common diagnoses Health Aff (Millwood) 33 1337-1344

[3] Coleman EA(2014)Readmissions after hospitalization for heart failure, acute myocardial infarction, or pneumonia among young and middle-aged adults: a retrospective observational cohort study PLoS Med 11 e1001737-1803

[4] Trudnak T(2015)Hospital readmissions reduction program Circulation. 131 1796-440

[5] Kelley D(2013)Hospital-initiated transitional care interventions as a patient safety strategy: a systematic review Ann Intern Med 158 433-481

[6] Zerzan J(2014)Support from hospital to home for elders: a randomized trial Ann Intern Med 161 472-427

[7] Griffith K(2013)Project BOOST: effectiveness of a multihospital effort to reduce rehospitalization J Hosp Med 8 421-528

[8] Jiang HJ(2011)Interventions to reduce 30-day rehospitalization: a systematic review Ann Intern Med 155 520-1005

[9] Fairbrother GL(2013)Allocating scarce resources in real-time to reduce heart failure readmissions: a prospective, controlled study BMJ Qual Saf 22 998-988

[10] Ranasinghe I(2010)An automated model to identify heart failure patients at risk for 30-day readmission or death using electronic medical record data Med Care 48 981-1698

[1] Jencks SF(2009)Rehospitalizations among patients in the Medicare fee-for-service program N Engl J Med 360 1418-1428

[2] Williams MV(2014)Medicaid admissions and readmissions: understanding the prevalence, payment, and most common diagnoses Health Aff (Millwood) 33 1337-1344

[3] Coleman EA(2014)Readmissions after hospitalization for heart failure, acute myocardial infarction, or pneumonia among young and middle-aged adults: a retrospective observational cohort study PLoS Med 11 e1001737-1803

[4] Trudnak T(2015)Hospital readmissions reduction program Circulation. 131 1796-440

[5] Kelley D(2013)Hospital-initiated transitional care interventions as a patient safety strategy: a systematic review Ann Intern Med 158 433-481

[6] Zerzan J(2014)Support from hospital to home for elders: a randomized trial Ann Intern Med 161 472-427

[7] Griffith K(2013)Project BOOST: effectiveness of a multihospital effort to reduce rehospitalization J Hosp Med 8 421-528

[8] Jiang HJ(2011)Interventions to reduce 30-day rehospitalization: a systematic review Ann Intern Med 155 520-1005

[9] Fairbrother GL(2013)Allocating scarce resources in real-time to reduce heart failure readmissions: a prospective, controlled study BMJ Qual Saf 22 998-988

[10] Ranasinghe I(2010)An automated model to identify heart failure patients at risk for 30-day readmission or death using electronic medical record data Med Care 48 981-1698