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Computing in Cardiology|January 1, 2015
Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time SeriesLi-Wei H Lehman, Shamim Nemati, Roger G Mark
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|October 11, 2013
Learning outcome-discriminative dynamics in multivariate physiological cohort time seriesShamim Nemati, Li-wei H Lehman, Ryan P Adams
IEEE Journal of Biomedical and Health Informatics|December 14, 2016
A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time SeriesLi-Wei H Lehman, Roger G Mark, Shamim Nemati
IEEE Open Journal of Engineering in Medicine and Biology|November 19, 2024
A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory FeaturesCristian Drudi, Maximiliano Mollura, Li-Wei H Lehman, et al.
Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences|October 25, 2021
A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsisMaximiliano Mollura, Li-Wei H Lehman, Roger G Mark, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|February 1, 2013
Discovering shared cardiovascular dynamics within a patient cohortShamim Nemati, Li-wei H Lehman, Ryan P Adams, et al.
Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence|September 12, 2022
Knowledge Distillation via Constrained Variational InferenceArdavan Saeedi, Yuria Utsumi, Li Sun, et al.
... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics|June 21, 2017
Phenotyping Hypotensive Patients in Critical Care Using Hospital Discharge SummariesYang Dai, Sharukh Lokhandwala, William Long, et al.
KDD : Proceedings. International Conference on Knowledge Discovery & Data Mining|November 19, 2021
Retaining Privileged Information for Multi-Task LearningFengyi Tang, Cao Xiao, Fei Wang, et al.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|February 1, 2013
Discovering shared dynamics in physiological signals: application to patient monitoring in ICULi-wei H Lehman, Shamim Nemati, Ryan P Adams, et al.
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