Author details

Full Name

Li-Wei H Lehman

Affiliation

Massachusetts Institute of Technology

ORCID

Career Start Year

2008

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36796189	Effects of aggressive and conservative strategies for mechanical ventilation liberation.	J Crit Care	2023
37014964	Restricted Polypharmacy Compared to Usual Care in Mechanically Ventilated Patients: A Retrospective Cohort Study.	Anesth Analg	2023
37072428	Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.	Sci Data	2023
36646711	Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.	Sci Data	2023
35304473	A contrastive learning approach forÂ ICU false arrhythmiaÂ alarm reduction.	Sci Rep	2022
35868844	Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power.	Respir Care	2022
36092768	Knowledge Distillation via Constrained Variational Inference.	Proc AAAI Conf Artif Intell	2022
36086234	Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit.	Annu Int Conf IEEE Eng Med Biol Soc	2022
36086153	A Reinforcement Learning Application for Optimal Fluid and Vasopressor Interventions in Septic ICU Patients.	Annu Int Conf IEEE Eng Med Biol Soc	2022
34256925	Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance.	Br J Anaesth	2021
34891426	Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics.	Annu Int Conf IEEE Eng Med Biol Soc	2021
34487495	Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification.	IEEE Trans Neural Syst Rehabil Eng	2021
34689614	A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis.	Philos Trans A Math Phys Eng Sci	2021
33936452	Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients.	AMIA Annu Symp Proc	2021
33018580	Prediction of Septic Shock Onset in ICU by Instantaneous Monitoring of Vital Signs<sup>.</sup>	Annu Int Conf IEEE Eng Med Biol Soc	2020
32087760	Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis.	Crit Care	2020
34796042	Retaining Privileged Information for Multi-Task Learning.	KDD	2019
27959829	A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series.	IEEE J Biomed Health Inform	2018
34796237	You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018.	Comput Cardiol (2010)	2018
31723938	Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics.	Proc Mach Learn Res	2018
30815131	Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning.	AMIA Annu Symp Proc	2018
30440979	The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit.	Annu Int Conf IEEE Eng Med Biol Soc	2018
28630951	Phenotyping Hypotensive Patients in Critical Care Using Hospital Discharge Summaries.	IEEE EMBS Int Conf Biomed Health Inform	2017
29862307	AF Classification from a Short Single Lead ECG Recording: the PhysioNet/Computing in Cardiology Challenge 2017.	Comput Cardiol (2010)	2017
28630952	Estimating Patient's Health State Using Latent Structure Inferred from Clinical Time Series and Text.	IEEE EMBS Int Conf Biomed Health Inform	2017
27219127	MIMIC-III, a freely accessible critical care database.	Sci Data	2016
27165883	Outcome Prediction for Patients with Traumatic Brain Injury with Dynamic Features from Intracranial Pressure and Arterial Blood Pressure Signals: A Gaussian Process Approach.	Acta Neurochir Suppl	2016
25014976	A physiological time series dynamics-based approach to patient monitoring and outcome prediction.	IEEE J Biomed Health Inform	2015
27790623	Patient Prognosis from Vital Sign Time Series: Combining Convolutional Neural Networks with a Dynamical Systems Approach.	Comput Cardiol (2010)	2015
27774489	Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series.	Comput Cardiol (2010)	2015
25570320	Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort.	Annu Int Conf IEEE Eng Med Biol Soc	2014
23325090	Proton-pump inhibitor use is associated with low serum magnesium concentrations.	Kidney Int	2013
24111382	Learning outcome-discriminative dynamics in multivariate physiological cohort time series.	Annu Int Conf IEEE Eng Med Biol Soc	2013
24111374	Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series.	Annu Int Conf IEEE Eng Med Biol Soc	2013
23269127	Methods of blood pressure measurement in the ICU.	Crit Care Med	2013
23304322	Risk stratification of ICU patients using topic models inferred from unstructured progress notes.	AMIA Annu Symp Proc	2012
23367424	Discovering shared cardiovascular dynamics within a patient cohort.	Annu Int Conf IEEE Eng Med Biol Soc	2012
23367281	Discovering shared dynamics in physiological signals: application to patient monitoring in ICU.	Annu Int Conf IEEE Eng Med Biol Soc	2012
21283005	Multiparameter Intelligent Monitoring in Intensive Care II: a public-access intensive care unit database.	Crit Care Med	2011
22158679	Hypotension as a Risk Factor for Acute Kidney Injury in ICU Patients.	Comput Cardiol (2010)	2010
20842209	Predicting Acute Hypotensive Episodes: The 10th Annual PhysioNet/Computers in Cardiology Challenge.	Comput Cardiol	2009
18652655	Automated de-identification of free-text medical records.	BMC Med Inform Decis Mak	2008
21179377	Similarity-Based Searching in Multi-Parameter Time Series Databases.	Comput Cardiol	2008

1 - 43 of 43

Shamim Nemati

University of California San Diego

Career Start Year 2018

Number of shared co-authors 0

Ahmed Hallawa

University Hospital RWTH Aachen

Career Start Year 2018

Number of shared co-authors 1

Supreeth P Shashikumar

University of California San Diego

Career Start Year 2017

Number of shared co-authors 3

Anahita Khojandi

University of Tennessee

Career Start Year 2017

Number of shared co-authors 0

Johannes Enevoldsen

Aarhus University

Career Start Year 2017

Number of shared co-authors 1

Benjamin Shickel

University of Florida

Career Start Year 2016

Number of shared co-authors 0

Joseph Futoma

Harvard University, USA Duke University

Career Start Year 2015

Number of shared co-authors 2

Tingting Zhu

University of Oxford

Career Start Year 2013

Number of shared co-authors 6

Eliezer Bose

MGH Institute of Health Professions

Career Start Year 2013

Number of shared co-authors 0

Andre L Holder

Emory University

Career Start Year 2013

Number of shared co-authors 3

Nathan C Hurley

Texas A&M University

Career Start Year 2013

Number of shared co-authors 0

Bobak J Mortazavi

Center for Outcomes Research and Evaluation, Yale New Haven Hospital

Career Start Year 2012

Number of shared co-authors 0

Venet Osmani

Fondazione Bruno Kessler Research Institute, University of Sheffield

Career Start Year 2012

Number of shared co-authors 1

Parisa Rashidi

University of Florida, Washington State University

Career Start Year 2011

Number of shared co-authors 0

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 4

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 1

Matthew T Clark

Center for Advanced Medical Analytics, University of Virginia

Career Start Year 2010

Number of shared co-authors 0

Rishikesan Kamaleswaran

Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center

Career Start Year 2009

Number of shared co-authors 4

Lujie Chen

Carnegie Mellon University

Career Start Year 2008

Number of shared co-authors 0

Artur Dubrawski

Carnegie Mellon University

Career Start Year 2008

Number of shared co-authors 0

Oguz Akbilgic

Wake Forest School of Medicine - Section of Cardiovascular Medicine

Career Start Year 2006

Number of shared co-authors 0

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 0

David A Clifton

Oxford Institute of Biomedical Engineering, University of Oxford

Career Start Year 2004

Number of shared co-authors 9

David M Maslove

Queen's University

Career Start Year 2001

Number of shared co-authors 1

Danny Eytan

The Hospital for Sick Children

Career Start Year 2001

Number of shared co-authors 1

Douglas E Lake

University of Virginia School of Medicine

Career Start Year 2001

Number of shared co-authors 0

Matthew M Churpek

University of Wisconsin-Madison

Career Start Year 2000

Number of shared co-authors 1

Svetha Venkatesh

Applied Artificial Intelligence Institute (A2I2), Deakin University

Career Start Year 2000

Number of shared co-authors 0

G Clermont

University of Pittsburgh

Career Start Year 1986

Number of shared co-authors 0

Lionel Tarassenko

Institute of Biomedical Engineering, University of Oxford

Career Start Year 1983

Number of shared co-authors 7

row(s) 1 - 30 of 30

Roger G Mark

Institute for Medical Engineering and Science, Massachusetts Institute of Technology

Co-authored papers 25

Shamim Nemati

University of California San Diego

Co-authored papers 8

George B Moody

Institute for Medical Engineering and Science, Massachusetts Institute of Technology

Co-authored papers 7

Benjamin Moody

Massachusetts Institute of Technology

Co-authored papers 7

Alistair E W Johnson

The Hospital for Sick Children

Co-authored papers 6

Zach Shahn

CUNY School of Public Health

Co-authored papers 6

Daniel Talmor

Beth Israel Deaconess Medical Center, Harvard Medical School

Co-authored papers 6

Leo Anthony Celi

Harvard T.H. Chan School of Public Health, MIT

Co-authored papers 4

Riccardo Barbieri

Massachusetts General Hospital, Harvard Medical School

Co-authored papers 4

Gari D Clifford

Emory University School of Medicine

Co-authored papers 4

Somnath Bose

Beth Israel Deaconess Medical Center

Co-authored papers 3

Lu Shen

Beth Israel Deaconess Medical Center

Co-authored papers 3

Mohammad M Ghassemi

Michigan State University

Co-authored papers 3

Tom J Pollard

Massachusetts Institute of Technology, Scientific Data - Nature, Software Sustainability Institute, University College London, University of Law - London Bloomsbury Centre

Co-authored papers 3

Andrew T Reisner

Massachusetts General Hospital

Co-authored papers 2

Mauricio Villarroel

Institute of Biomedical Engineering, University of Oxford

Co-authored papers 2

Steven Horng

Beth Israel Deaconess Medical Center

Co-authored papers 2

Peter Szolovits

Massachusetts Institute of Technology