Predicting acute hypotensive episodes: The 10th annual PhysioNet/Computers in Cardiology Challenge

by Moody, George B., Lehman, Li-Wei H.
Published 2010

Hemodynamic monitoring using switching autoregressive dynamics of multivariate vital sign time series

by Lehman, Li-wei H., Nemati, Shamim, Mark, Roger G.
Published 2016

Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort

by Saeed, Mohammed, Lehman, Li-Wei, Long, William F., Mark, Roger G
Published 2017

The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit

by Angelotti, G., Morandini, P., Mark, Roger G, Barbieri, R., Lehman, Li-Wei
Published 2019

Methods of Blood Pressure Measurement in the ICU*

by Talmor, Daniel, Malhotra, Atul, Lehman, Li-Wei, Saeed, Mohammed, Mark, Roger G
Published 2017

Hypotension as a risk factor for acute kidney injury in ICU patients

by Lehman, Li-Wei H., Saeed, Mohammed, Moody, George B., Mark, Roger Greenwood
Published 2011

Phenotyping hypotensive patients in critical care using hospital discharge summaries

by Dai, Yang, Lokhandwala, Sharukh, Long, William J, Mark, Roger G, Lehman, Li-Wei
Published 2017

Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis

by Shahn, Zach, Shapiro, Nathan I., Tyler, Patrick D., Talmor, Daniel, Lehman, Li-Wei
Published 2020

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

by Moody, Benjamin Edward, Lehman, Li-Wei, Silva, Ikaro, Johnson, A., Mark, Roger G
Published 2020

Bayesian nonparametric learning of switching dynamics in cohort physiological time series: Application in critical care patient monitoring

by Lehman, Li-Wei, Johnson, Matthew James, Nemati, Shamim, Adams, Ryan P., Mark, Roger G
Published 2020

Estimating patient's health state using latent structure inferred from clinical time series and text

by Zalewski, Aaron D., Long, William J, Johnson, Alistair Edward William, Mark, Roger G, Lehman, Li-Wei
Published 2017

Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series

by Lehman, Li-wei H., Adams, Ryan P., Moody, George B., Malhotra, Atul, Mark, Roger Greenwood, Nemati, Shamim 1980-
Published 2015

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

by Adams, Ryan P., Mayaud, Louis, Moody, George B., Malhotra, Atul, Lehman, Li-Wei, Mark, Roger G, Nemati, Shamim 1980-
Published 2016

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

by Danziger, John, William, Jeffrey H., Howell, Michael D., Mukamal, Kenneth J., Scott, Daniel, Lee, Joonwu, Lehman, Li-Wei, Mark, Roger G, Celi, Leo Anthony G.
Published 2017

Automated de-identification of free-text medical records

by Neamatullah, Ishna, Douglass, Margaret M., Long, William J., Szolovits, Peter, Moody, George B., Clifford, Gari D., Reisner, Andrew T., Lehman, Li-Wei, Villarroel, Mauricio C., Mark, Roger G
Published 2010

Multiparameter Intelligent Monitoring in Intensive Care Ii (Mimic-Ii): A Public-Access Intensive Care Unit Database

by Saeed, Mohammed, Villarroel, Mauricio C., Reisner, Andrew T., Clifford, Gari D., Lehman, Li-wei H., Moody, George B., Heldt, Thomas, Kyaw, Tin H., Moody, Benjamin E., Mark, Roger Greenwood
Published 2012

MIMIC-III, a freely accessible critical care database

by Shen, Lu, Johnson, Alistair Edward William, Pollard, Tom Joseph, Lehman, Li-Wei, Feng, Mengling, Ghassemi, Mohammad Mahdi, Moody, Benjamin Edward, Szolovits, Peter, Celi, Leo Anthony G., Mark, Roger G
Published 2017

Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data

by Ren, Oliver, Johnson, Alistair Edward William, Lehman, Eric P., Komorowski, Matthieu, Aboab, Jerome Emile Francois Leon, Tang, Fengyi, Shahn, Zach, Sow, Daby, Sow, Daby, Mark, Roger G, Lehman, Li-wei
Published 2019