Shaun T Alfreds
Gulf of Maine Research Institute(US)
Publications by Year
Research Areas
Emergency and Acute Care Studies, Chronic Disease Management Strategies, Sepsis Diagnosis and Treatment, Machine Learning in Healthcare, Blood Pressure and Hypertension Studies
Most-Cited Works
- → Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning(2018)246 cited
- → Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm(2020)108 cited
- → Risk Prediction of Emergency Department Revisit 30 Days Post Discharge: A Prospective Study(2014)95 cited
- → Prediction of the 1-Year Risk of Incident Lung Cancer: Prospective Study Using Electronic Health Records from the State of Maine(2019)65 cited
- → Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing–Based Algorithm With Statewide Electronic Medical Records(2016)64 cited
- → Development, Validation and Deployment of a Real Time 30 Day Hospital Readmission Risk Assessment Tool in the Maine Healthcare Information Exchange(2015)62 cited
- → NLP based congestive heart failure case finding: A prospective analysis on statewide electronic medical records(2015)49 cited
- → Prospective stratification of patients at risk for emergency department revisit: resource utilization and population management strategy implications(2016)32 cited
- → Online Prediction of Health Care Utilization in the Next Six Months Based on Electronic Health Record Information: A Cohort and Validation Study(2015)27 cited
- → Estimating One-Year Risk of Incident Chronic Kidney Disease: Retrospective Development and Validation Study Using Electronic Medical Record Data From the State of Maine(2017)25 cited