Li wei H Lehman

Summary

Affiliation: Massachusetts Institute of Technology
Country: USA

Publications

  1. doi request reprint Discovering shared dynamics in physiological signals: application to patient monitoring in ICU
    Li wei H Lehman
    Massachusetts Institute of Technology, 45 Carleton Street, Cambridge, MA 02142, USA
    Conf Proc IEEE Eng Med Biol Soc 2012:5939-42. 2012
  2. pmc Methods of blood pressure measurement in the ICU
    Li wei H Lehman
    Massachusetts Institute of Technology Cambridge, MA, USA
    Crit Care Med 41:34-40. 2013
  3. pmc Automated de-identification of free-text medical records
    Ishna Neamatullah
    Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    BMC Med Inform Decis Mak 8:32. 2008
  4. pmc Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series
    Li wei H Lehman
    Massachusetts Institute of Technology, Cambridge, MA
    Comput Cardiol (2010) 42:1065-1068. 2015
  5. pmc Discovering shared cardiovascular dynamics within a patient cohort
    Shamim Nemati
    Massachusetts Institute of Technology, 45 Carleton Street, Cambridge, MA 02142, USA
    Conf Proc IEEE Eng Med Biol Soc 2012:6526-9. 2012
  6. pmc MIMIC-III, a freely accessible critical care database
    Alistair E W Johnson
    Laboratory for Computational Physiology, MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
    Sci Data 3:160035. 2016

Collaborators

  • Shamim Nemati
  • Leo Anthony Celi
  • Mohammed Saeed
  • Alistair E W Johnson
  • Peter Szolovits
  • Roger G Mark
  • Ishna Neamatullah
  • Mohammad Ghassemi
  • Benjamin Moody
  • Lu Shen
  • Mengling Feng
  • Tom J Pollard
  • William J Long
  • Andrew Reisner
  • George B Moody
  • Gari D Clifford
  • Mauricio Villarroel
  • Margaret M Douglass

Detail Information

Publications6

  1. doi request reprint Discovering shared dynamics in physiological signals: application to patient monitoring in ICU
    Li wei H Lehman
    Massachusetts Institute of Technology, 45 Carleton Street, Cambridge, MA 02142, USA
    Conf Proc IEEE Eng Med Biol Soc 2012:5939-42. 2012
    ..Our results are based on an intensive care unit (ICU) cohort of 480 patients (with 16% mortality) and indicate that the dynamics of time series of vital signs can be an independent useful predictor of outcome in ICU...
  2. pmc Methods of blood pressure measurement in the ICU
    Li wei H Lehman
    Massachusetts Institute of Technology Cambridge, MA, USA
    Crit Care Med 41:34-40. 2013
    ..The objectives of this study are to compare real-world invasive arterial blood pressure with noninvasive blood pressure, and to determine if differences between the two techniques have clinical implications...
  3. pmc Automated de-identification of free-text medical records
    Ishna Neamatullah
    Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    BMC Med Inform Decis Mak 8:32. 2008
    ..Manual de-identification of large medical record databases is prohibitively expensive, time-consuming and prone to error, necessitating automatic methods for large-scale, automated de-identification...
  4. pmc Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series
    Li wei H Lehman
    Massachusetts Institute of Technology, Cambridge, MA
    Comput Cardiol (2010) 42:1065-1068. 2015
    ..A realtime implementation of our approach may provide clinicians a tool to quantify the effectiveness of interventions and to inform treatment decisions...
  5. pmc Discovering shared cardiovascular dynamics within a patient cohort
    Shamim Nemati
    Massachusetts Institute of Technology, 45 Carleton Street, Cambridge, MA 02142, USA
    Conf Proc IEEE Eng Med Biol Soc 2012:6526-9. 2012
    ..These results demonstrate the ability of the proposed technique to identify similar dynamical patterns present across multiple time series...
  6. pmc MIMIC-III, a freely accessible critical care database
    Alistair E W Johnson
    Laboratory for Computational Physiology, MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
    Sci Data 3:160035. 2016
    ..The database supports applications including academic and industrial research, quality improvement initiatives, and higher education coursework. ..