Hypotension as a Risk Factor for Acute Kidney Injury in ICU Patients

Por Lehman, Li-wei, Saeed, Mohammed, Moody, George, Mark, Roger
Publicado em 2010

Latent Topic Discovery of Clinical Concepts from Hospital Discharge Summaries of a Heterogeneous Patient Cohort

Por Lehman, Li-wei, Long, William, Saeed, Mohammed, Mark, Roger
Publicado no Conf Proc IEEE Eng Med Biol Soc (2014)

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)

Patient Prognosis from Vital Sign Time Series: Combining Convolutional Neural Networks with a Dynamical Systems Approach

Por Lehman, Li-wei, Ghassemi, Mohammad, Snoek, Jasper, Nemati, Shamim
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)

Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes

Por Lehman, Li-wei, Saeed, Mohammed, Long, William, Lee, Joon, Mark, Roger
Publicado em 2012

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

Outcome Prediction for Patients with Traumatic Brain Injury with Dynamic Features from Intracranial Pressure and Arterial Blood Pressure Signals: A Gaussian Process Approach

Por Pimentel, Marco A.F., Brennan, Thomas, Lehman, Li-wei, King, Nicolas Kon Kam, Ang, Beng-Ti, Feng, Mengling
Publicado no Acta Neurochir Suppl (2016)

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)

Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

Por Peng, Xuefeng, Ding, Yi, Wihl, David, Gottesman, Omer, Komorowski, Matthieu, Lehman, Li-wei H., Ross, Andrew, Faisal, Aldo, Doshi-Velez, Finale
Publicado no AMIA Annu Symp Proc (2018)

Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II): A public-access intensive care unit database

Por Saeed, Mohammed, Villarroel, Mauricio, Reisner, Andrew T., Clifford, Gari, Lehman, Li-Wei, Moody, George, Heldt, Thomas, Kyaw, Tin H., Moody, Benjamin, Mark, Roger G.
Publicado em 2011

Proton-pump inhibitor use is associated with low serum magnesium concentrations

Por Danziger, John, William, Jeffrey H., Scott, Daniel J., Lee, Joon, Lehman, Li-wei, Mark, Roger G., Howell, Michael D., Celi, Leo A., Mukamal, Kenneth J.
Publicado no Kidney Int (2013)

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)