Mengling Feng
National University of Singapore(SG)National University Health System(SG)
Publications by Year
Research Areas
Machine Learning in Healthcare, Sepsis Diagnosis and Treatment, Hemodynamic Monitoring and Therapy, AI in cancer detection, Topic Modeling
Most-Cited Works
- → MIMIC-III, a freely accessible critical care database(2016)7,869 cited
- → Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms(2020)405 cited
- → Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database(2018)251 cited
- → Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review(2020)194 cited
- → A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data(2015)186 cited
- → Obesity, Acute Kidney Injury, and Mortality in Critical Illness(2015)162 cited
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