Modi Liu
Siemens Healthcare (Germany)(DE)
Publications by Year
Research Areas
Machine Learning in Healthcare, Chronic Disease Management Strategies, Blood Pressure and Hypertension Studies, Palliative Care and End-of-Life Issues, Lung Cancer Diagnosis and Treatment
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
- → 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
- → Identification of patients at risk of new onset heart failure: Utilizing a large statewide health information exchange to train and validate a risk prediction model(2021)15 cited
- A Deep-Learning Based Prediction of Pancreatic Adenocarcinoma with Electronic Health Records from the State of Maine(2020)
- → Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study With Implications for Quality of Life, Resource Utilization, and Medical Futility(2018)4 cited
- → A Real-Time Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data (Preprint)(2019)