Li-wei H Lehman: search on Z-Library

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1

MIMIC-III, a freely accessible critical care database

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.

Journal:

Scientific Data

Year:

2016

Language:

english

File:

PDF, 313 KB

english, 2016

2

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

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

Journal:

Kidney International

Year:

2013

Language:

english

File:

PDF, 136 KB

english, 2013

3

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

Shahn, Zach, Shapiro, Nathan I., Tyler, Patrick D., Talmor, Daniel, Lehman, Li-wei H.

Journal:

Year:

2020

Language:

english

File:

PDF, 817 KB

english, 2020

4

Automated de-identification of free-text medical records

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

Journal:

BMC Medical Informatics and Decision Making

Year:

2008

Language:

english

File:

PDF, 343 KB

english, 2008

5

[IEEE 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Chicago, IL (2014.8.26-2014.8.30)] 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort

Lehman, Li-wei, Long, William, Saeed, Mohammed, Mark, Roger

Year:

2014

Language:

english

File:

PDF, 854 KB

english, 2014

6

[IEEE 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Osaka (2013.7.3-2013.7.7)] 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series

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

Year:

2013

Language:

english

File:

PDF, 684 KB

english, 2013

7

[IEEE 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Osaka (2013.7.3-2013.7.7)] 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Learning outcome-discriminative dynamics in multivariate physiological cohort time series

Nemati, Shamim, Lehman, Li-wei H., Adams, Ryan P.

Year:

2013

Language:

english

File:

PDF, 490 KB

english, 2013

8

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

Lehman, Li-wei, Adams, Ryan, Mayaud, Louis, Moody, George, Malhotra, Atul, Mark, Roger, Nemati, Shamim

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2014

Language:

english

File:

PDF, 5.34 MB

english, 2014

9

[IEEE 2015 Computing in Cardiology Conference (CinC) - Nice, France (2015.9.6-2015.9.9)] 2015 Computing in Cardiology Conference (CinC) - Hemodynamic monitoring using switching autoregressive dynamics of multivariate vital sign time series

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

Year:

2015

Language:

english

File:

PDF, 691 KB

english, 2015

10

[IEEE 2015 Computing in Cardiology Conference (CinC) - Nice, France (2015.9.6-2015.9.9)] 2015 Computing in Cardiology Conference (CinC) - Patient prognosis from vital sign time series: Combining convolutional neural networks with a dynamical systems approach

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

Year:

2015

Language:

english

File:

PDF, 692 KB

english, 2015

11

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

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

Journal:

Critical Care Medicine

Year:

2011

Language:

english

File:

PDF, 342 KB

english, 2011

12

Methods of Blood Pressure Measurement in the ICU*

Lehman, Li-wei H., Saeed, Mohammed, Talmor, Daniel, Mark, Roger, Malhotra, Atul

Journal:

Critical Care Medicine

Year:

2013

Language:

english

File:

PDF, 863 KB

english, 2013

13

A Model-based Machine Learning Approach to Probing Autonomic Regulation from Nonstationary Vital-Signs Time Series

Lehman, Li-wei, Mark, Roger, Nemati, Shamim

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2016

Language:

english

File:

PDF, 1.09 MB

english, 2016

14

[IEEE 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Orland, FL, USA (2017.2.16-2017.2.19)] 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Phenotyping hypotensive patients in critical care using hospital discharge summaries

Dai, Yang, Lokhandwala, Sharukh, Long, William, Mark, Roger, Lehman, Li-wei H.

Year:

2017

Language:

english

File:

PDF, 667 KB

english, 2017

15

[IEEE 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Orland, FL, USA (2017.2.16-2017.2.19)] 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Estimating patient's health state using latent structure inferred from clinical time series and text

Zalewski, Aaron, Long, William, Johnson, Alistair E. W., Mark, Roger G., Lehman, Li-wei H.

Year:

2017

Language:

english

File:

PDF, 115 KB

english, 2017

16

[ - ()] - AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017

Clifford, Gari, Liu, Chengyu, Moody, Benjamin, Lehman, Li-wei, Silva, Ikaro, Li, Qiao, Johnson, Alistair, Mark, Roger

Language:

english

File:

PDF, 192 KB

english

17

[IEEE 2018 IEEE International Conference on Healthcare Informatics (ICHI) - New York City, NY, USA (2018.6.4-2018.6.7)] 2018 IEEE International Conference on Healthcare Informatics (ICHI) - Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data

Ren, Oliver, Johnson, Alistair E. W., Lehman, Eric P., Komorowski, Matthieu, Aboab, Jerome, Tang, Fengyi, Shahn, Zach, Sow, Daby, Mark, Roger, Lehman, Li-wei

Year:

2018

Language:

english

File:

PDF, 937 KB

english, 2018

18

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - Retaining Privileged Information for Multi-Task Learning

Tang, Fengyi, Xiao, Cao, Wang, Fei, Zhou, Jiayu, Lehman, Li-wei H.

Year:

2019

Language:

english

File:

PDF, 1.27 MB

english, 2019

19

[ - ()] - You Snooze, You Win: The PhysioNet/Computing in Cardiology Challenge 2018

Ghassemi, Mohammad, Moody, Benjamin, Lehman, Li-wei, Song, Christopher, Li, Qiao, Sun, Haoqi, Westover, Brandon, Clifford, Gari

File:

PDF, 212 KB

20

1515

Bose, Somnath, Lehman, Li-wei, Huang, Kechun, Talmor, Daniel, Shahn, Zach

Journal:

Critical Care Medicine

Year:

2020

File:

PDF, 86 KB

2020

21

Robust Low-Rank Discovery of Data-Driven Partial Differential Equations

Li, Jun, Sun, Gan, Zhao, Guoshuai, Lehman, Li-wei H.

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2020

File:

PDF, 2.95 MB

2020

22

[IEEE 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO) - Pisa, Italy (2020.7.15-2020.7.15)] 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO) - The role of waveform monitoring in Sepsis identification within the first hour of Intensive Care Unit stay

Mollura, Maximiliano, Mantoan, Giulio, Romano, Stefano, Lehman, Li-Wei, Mark, Roger G., Barbieri, Riccardo

Year:

2020

File:

PDF, 111 KB

2020

23

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Prediction of Septic Shock Onset in ICU by Instantaneous Monitoring of Vital Signs *

Mollura, Maximiliano, Romano, Stefano, Mantoan, Giulio, Lehman, Li-wei, Barbieri, Riccardo

Year:

2020

File:

PDF, 608 KB

2020

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