Li-wei H. Lehman
Massachusetts Institute of Technology
H-index: 25
North America-United States
Top articles of Li-wei H. Lehman
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure | Journal of Critical Care | Zach Shahn Boris Jung Daniel Talmor Edward H Kennedy H Lehman Li-wei | 2024/8/1 |
A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features | IEEE Open Journal of Engineering in Medicine and Biology | Cristian Drudi Maximiliano Mollura H Lehman Li-wei Riccardo Barbieri | 2024/2/19 |
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors | H Lehman Li-wei Benjamin E Moody Harsh Deep Feng Wu Hasan Saeed | 2023/11/2 | |
Restricted Polypharmacy Compared to Usual Care in Mechanically Ventilated Patients: A Retrospective Cohort Study | Anesthesia & Analgesia | Somnath Bose Li-Wei Lehman Daniel Talmor Zachary Shahn | 2023/6/1 |
A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series | arXiv preprint arXiv:2311.09566 | Anna Wong Shu Ge Nassim Oufattole Adam Dejl Megan Su | 2023/11/16 |
Titration of ventilator settings to target driving pressure and mechanical power | Respiratory Care | Elias N Baedorf Kassis Stephanie Hu MingYu Lu Alistair EW Johnson Somnath Bose | 2023/2/1 |
Forecasting Treatment Outcomes Over Time Using Alternating Deep Sequential Models | IEEE Transactions on Biomedical Engineering | Feng Wu Guoshuai Zhao Yuerong Zhou Xueming Qian Elias Baedorf-Kassis | 2023/11/9 |
MIMIC-IV, a freely accessible electronic health record dataset | Scientific data | Alistair EW Johnson Lucas Bulgarelli Lu Shen Alvin Gayles Ayad Shammout | 2023/1/3 |
Characterizing the Progression of Pulmonary Edema Severity: Can Pairwise Comparisons in Radiology Reports Help? | Stephanie M Hu Steven Horng Seth J Berkowitz Ruizhi Liao Rahul G Krishnan | 2023/10/1 | |
Author Correction: MIMIC-IV, a freely accessible electronic health record dataset | Scientific data | Alistair EW Johnson Lucas Bulgarelli Lu Shen Alvin Gayles Ayad Shammout | 2023 |
A diffusion model with contrastive learning for ICU false arrhythmia alarm reduction | Proceedings of IJCAI | Feng Wu Guoshuai Zhao Xueming Qian Li-wei H Lehman | 2023/8/19 |
Effects of aggressive and conservative strategies for mechanical ventilation liberation | Journal of Critical Care | Zach Shahn Aman Choudhri Boris Jung Daniel Talmor H Lehman Li-wei | 2023/8/1 |
Knowledge distillation via constrained variational inference | Proceedings of the AAAI Conference on Artificial Intelligence | Ardavan Saeedi Yuria Utsumi Li Sun Kayhan Batmanghelich Li-wei Lehman | 2022/6/28 |
PhysioTag: An Open-Source Platform for Collaborative Annotation of Physiological Waveforms | Lucas McCullum Hasan Saeed Benjamin Moody Diane Perry Eric Gottlieb | 2022/9/4 | |
A contrastive learning approach for ICU false arrhythmia alarm reduction | Scientific reports | Yuerong Zhou Guoshuai Zhao Jun Li Gan Sun Xueming Qian | 2022/3/18 |
Optimal fluid and vasopressor interventions in septic icu patients through reinforcement learning model | Maximiliano Mollura Cristian Drudi Li-wei Lehman Riccardo Barbieri | 2022/9/4 | |
Physiologic Patients' Response to Fluid Administration in Intensive Care Unit | Maximiliano Mollura Claudia Salerni Li-wei Lehman Riccardo Barbieri | 2022/9/4 | |
Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit | Maximiliano Mollura Claudia Salerni Li–wei Lehman Riccardo Barbieri | 2022/7/11 | |
A reinforcement learning application for optimal fluid and vasopressor interventions in septic icu patients | Maximiliano Mollura Cristian Drudi Li-Wei Lehman Riccardo Barbieri | 2022/7/11 | |
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes | arXiv preprint arXiv:2211.07052 | Adam Dejl Harsh Deep Jonathan Fei Ardavan Saeedi Li-wei H Lehman | 2022/11/14 |
