Li-wei H. Lehman
Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Machine Learning in Healthcare, Sepsis Diagnosis and Treatment, Heart Rate Variability and Autonomic Control, Hemodynamic Monitoring and Therapy, Time Series Analysis and Forecasting
Most-Cited Works
- → MIMIC-IV, a freely accessible electronic health record dataset(2023)2,457 cited
- → AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017(2017)809 cited
- → Automated de-identification of free-text medical records(2008)411 cited
- → Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification(2021)228 cited
- → Molecular diagnosis of sepsis: New aspects and recent developments(2014)213 cited
- → Active reliable multicast(2002)202 cited
- → Proton-pump inhibitor use is associated with low serum magnesium concentrations(2013)184 cited
- → You Snooze, You Win: The PhysioNet/Computing in Cardiology Challenge 2018(2018)184 cited
- → Author Correction: MIMIC-IV, a freely accessible electronic health record dataset(2023)136 cited