Shiying Hao
Palo Alto University(US)Stanford University(US)
Publications by Year
Research Areas
Emergency and Acute Care Studies, Chronic Disease Management Strategies, Sepsis Diagnosis and Treatment, Kawasaki Disease and Coronary Complications, Machine Learning in Healthcare
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
- → Development of an early-warning system for high-risk patients for suicide attempt using deep learning and electronic health records(2020)106 cited
- → Risk Prediction of Emergency Department Revisit 30 Days Post Discharge: A Prospective Study(2014)95 cited
- → Fluid overload independent of acute kidney injury predicts poor outcomes in neonates following congenital heart surgery(2017)74 cited
- → A Real-Time Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data(2019)65 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
- → A machine-learning algorithm for diagnosis of multisystem inflammatory syndrome in children and Kawasaki disease in the USA: a retrospective model development and validation study(2022)57 cited