Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series

Por Lehman, Li-wei H., Nemati, Shamim, Mark, Roger G.
Publicado no Comput Cardiol (2010) (2016)

A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series

Por Lehman, Li-wei H., Mark, Roger G., Nemati, Shamim
Publicado no IEEE J Biomed Health Inform (2016)

Discovering Shared Cardiovascular Dynamics within a Patient Cohort

Por Nemati, Shamim, Lehman, Li-wei H., Adams, Ryan P., Malhotra, Atul
Publicado em 2012

Methods of Blood Pressure Measurement in the ICU

Por Lehman, Li-wei H., Saeed, Mohammed, Talmor, Daniel, Mark, Roger, Malhotra, Atul
Publicado em 2013

Phenotyping Hypotensive Patients in Critical Care Using Hospital Discharge Summaries

Por Dai, Yang, Lokhandwala, Sharukh, Long, William, Mark, Roger, Lehman, Li-wei H.
Publicado no IEEE EMBS Int Conf Biomed Health Inform (2017)

Estimating Patient’s Health State Using Latent Structure Inferred from Clinical Time Series and Text

Por Zalewski, Aaron, Long, William, Johnson, Alistair E. W., Mark, Roger G., Lehman, Li-wei H.
Publicado no IEEE EMBS Int Conf Biomed Health Inform (2017)

Tracking Progression of Patient State of Health in Critical Care Using Inferred Shared Dynamics in Physiological Time Series

Por Lehman, Li-wei H., Nemati, Shamim, Adams, Ryan P., Moody, George, Malhotra, Atul, Mark, Roger G.
Publicado em 2013

A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction

Por Lehman, Li-Wei H., Adams, Ryan P., Mayaud, Louis, Moody, George B., Malhotra, Atul, Mark, Roger G., Nemati, Shamim
Publicado no IEEE J Biomed Health Inform (2014)

AF Classification from a Short Single Lead ECG Recording: the PhysioNet/Computing in Cardiology Challenge 2017

Por Clifford, Gari D, Liu, Chengyu, Moody, Benjamin, Lehman, Li-wei H., Silva, Ikaro, Li, Qiao, Johnson, A E, Mark, Roger G.
Publicado no Comput Cardiol (2010) (2018)

Automated de-identification of free-text medical records

Por Neamatullah, Ishna, Douglass, Margaret M, Lehman, Li-wei H, Reisner, Andrew, Villarroel, Mauricio, Long, William J, Szolovits, Peter, Moody, George B, Mark, Roger G, Clifford, Gari D
Publicado em 2008

MIMIC-III, a freely accessible critical care database

Por Johnson, Alistair E.W., Pollard, Tom J., Shen, Lu, Lehman, Li-wei H., Feng, Mengling, Ghassemi, Mohammad, Moody, Benjamin, Szolovits, Peter, Anthony Celi, Leo, Mark, Roger G.
Publicado no Sci Data (2016)