Real-time mortality prediction in the Intensive Care Unit

by Johnson, Alistair Edward William, Mark, Roger G
Published 2019

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

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

PhysioNet: Physiologic signals, time series and related open source software for basic, clinical, and applied research

by Moody, George B., Goldberger, Ary L., Mark, Roger G
Published 2013

Proton Pump Inhibitors Are Not Associated With Acute Kidney Injury in Critical Illness

by Danziger, John, Lee, Joonwu, Mark, Roger G, Celi, Leo Anthony G.
Published 2017

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

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

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

tableone: An open source Python package for producing summary statistics for research papers

by Pollard, Tom Joseph, Johnson, Alistair Edward William, Raffa, Jesse D, Mark, Roger G
Published 2020

Matching data fragments with imperfect identifiers from disparate sources

by Craig, Michael B., Moody, Benjamin E., Jia, Xiaoming, Villarroel, Mauricio C., Mark, Roger G
Published 2011

The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study

by Sheth, Mallory, Benedum, Corey M., Celi, Leo Anthony G., Mark, Roger G, Markuzon, Natasha
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

An open-source tool for the transcription of paper-spreadsheet data: Code and supplemental materials available online: Https://github.com/deskool/images to spreadsheets

by Ghassemi, Mohammad Mahdi, Jarvis, Willow, Alhanai, Tuka, Brown, Emery Neal, Mark, Roger G, Westover, M. Brandon
Published 2019

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

The Association Between Admission Magnesium Concentrations and Lactic Acidosis in Critical Illness

by Moskowitz, Ari, Donnino, Michael W., Danziger, John, Lee, Joonwu, Mark, Roger G, Celi, Leo Anthony G.
Published 2017

Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness

by Chen, Christina, Lee, Joon, Johnson, Alistair Edward William, Mark, Roger G, Celi, Leo Anthony G., Danziger, John
Published 2020

How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization

by Ghassemi, Mohammad Mahdi, Al-Hanai, Tuka, Raffa, Jesse D, Mark, Roger G, Nemati, Shamim, Chokshi, Falgun H.
Published 2019