Author details

Full Name

David J Stone

Affiliation

University of Virginia School of Medicine, USA Center for Advanced Medical Analytics

ORCID

Career Start Year

2000

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
34224051	Prediction of blood lactate values in critically ill patients: a retrospective multi-center cohort study.	J Clin Monit Comput	2022
34169236	Village mentoring and hive learning: The MIT Critical Data experience.	iScience	2021
33766288	Performance of intensive care unit severity scoring systems across different ethnicities in the USA: a retrospective observational study.	Lancet Digit Health	2021
33501459	Performance of intensive care unit severity scoring systems across different ethnicities.	medRxiv	2021
32675072	The clinical artificial intelligence department: a prerequisite for success.	BMJ Health Care Inform	2020
32048244	Machine Learning for Pulmonary and Critical Care Medicine: A Narrative Review.	Pulm Ther	2020
30417258	Applying machine learning to continuously monitored physiological data.	J Clin Monit Comput	2019
32617524	An awakening in medicine: the partnership of humanity and intelligent machines.	Lancet Digit Health	2019
31217702	Critical Care, Critical Data.	Biomed Eng Comput Biol	2019
31205091	The authors reply.	Crit Care Med	2019
31428687	Developing well-calibrated illness severity scores for decision support in the critically ill.	NPJ Digit Med	2019
31061037	Counterintuitive results from observational data: a case study and discussion.	BMJ Open	2019
30763372	Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients.	PLoS One	2019
30395555	An Evaluation of the Influence of Body Mass Index on Severity Scoring.	Crit Care Med	2019
29068858	Outcomes of Ventilated Patients With Sepsis Who Undergo Interhospital Transfer: A Nationwide Linked Analysis.	Crit Care Med	2018
29806057	Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database.	Intensive Care Med	2018
30646358	Assessment of Intensive Care Unit Laboratory Values That Differ From Reference Ranges and Association With Patient Mortality and Length of Stay.	JAMA Netw Open	2018
29750814	One-year mortality after recovery from critical illness: A retrospective cohort study.	PLoS One	2018
29337803	From Big Data to Artificial Intelligence: Harnessing Data Routinely Collected in the Process of Care.	Crit Care Med	2018
29036464	The MIMIC Code Repository: enabling reproducibility in critical care research.	J Am Med Inform Assoc	2018
29303796	A Comparative Analysis of Sepsis Identification Methods in an Electronic Database.	Crit Care Med	2018
29194147	Severity of Illness Scores May Misclassify Critically Ill Obese Patients.	Crit Care Med	2018
29068859	Racial and Geographic Disparities in Interhospital ICU Transfers.	Crit Care Med	2018
28778845	Clinical Note Creation, Binning, and Artificial Intelligence.	JMIR Med Inform	2017
27053770	A "datathon" model to support cross-disciplinary collaboration.	Sci Transl Med	2016
27998877	Bridging the Health Data Divide.	J Med Internet Res	2016
27481741	Actuating critical care therapeutics.	J Crit Care	2016
25608565	Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference.	JMIR Med Inform	2015
26500106	Disrupting Electronic Health Records Systems: The Next Generation.	JMIR Med Inform	2015
25886756	State of the art review: the data revolution in critical care.	Crit Care	2015
25680579	Engineering control into medicine.	J Crit Care	2015
25688383	Preparing a New Generation of Clinicians for the Era of Big Data.	Harv Med Stud Rev	2015
24371841	Leveraging a critical care database: selective serotonin reuptake inhibitor use prior to ICU admission is associated with increased hospital mortality.	Chest	2014
26576325	From Pharmacovigilance to Clinical Care Optimization.	Big Data	2014
25600664	Dynamic clinical data mining: search engine-based decision support.	JMIR Med Inform	2014
25600172	Making big data useful for health care: a summary of the inaugural mit critical data conference.	JMIR Med Inform	2014
25239002	Crowdsourcing knowledge discovery and innovations in medicine.	J Med Internet Res	2014
25405277	Beyond open big data: addressing unreliable research.	J Med Internet Res	2014
25137399	Optimal data systems: the future of clinical predictions and decision support.	Curr Opin Crit Care	2014
23725609	"Big data" in the intensive care unit. Closing the data loop.	Am J Respir Crit Care Med	2013
14707557	Effect of a multiple-site intensive care unit telemedicine program on clinical and economic outcomes: an alternative paradigm for intensivist staffing.	Crit Care Med	2004
17016349	Process-based pharmacology in neuroanesthesia.	Curr Opin Anaesthesiol	2000

1 - 42 of 42

Tiffany Pellathy

Veterans Administration Center for Health Equity Research and Promotion

Career Start Year 2018

Number of shared co-authors 0

Mark Sendak

Duke Institute for Health Innovation.

Career Start Year 2017

Number of shared co-authors 1

Jonathan H Chen

Stanford University School of Medicine

Career Start Year 2013

Number of shared co-authors 0

Andre L Holder

Emory University

Career Start Year 2013

Number of shared co-authors 2

Pablo Moreno Franco

Mayo Clinic

Career Start Year 2012

Number of shared co-authors 0

Vignesh Subbian

College of Engineering, University of Arizona

Career Start Year 2012

Number of shared co-authors 0

Santiago Romero-Brufau

Mayo Clinic College of Medicine

Career Start Year 2012

Number of shared co-authors 1

Andrew M Harrison

Mayo Clinic

Career Start Year 2011

Number of shared co-authors 0

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 2

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 2

Jesse M Ehrenfeld

Medical College of Wisconsin

Career Start Year 2008

Number of shared co-authors 0

Patrick G Lyons

Siteman Cancer Center, Washington University School of Medicine in St. Louis

Career Start Year 2008

Number of shared co-authors 0

Brian W Pickering

Mayo Clinic

Career Start Year 2008

Number of shared co-authors 0

Vitaly Herasevich

Belarusian Medical Academy of Postgraduate Education, Belarusian State Medical University, Brest Medical College, Mayo Clinic, Mayo Graduate School

Career Start Year 2007

Number of shared co-authors 1

Vincent X Liu

Kaiser Permanente

Career Start Year 2007

Number of shared co-authors 2

Robert E Freundlich

Vanderbilt University Medical Center

Career Start Year 2006

Number of shared co-authors 0

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 0

Christopher J Tignanelli

Department of Surgery University of Minnesota Minneapolis Minnesota USA.

Career Start Year 2005

Number of shared co-authors 1

Andrew D Boyd

University of Illinois Chicago

Career Start Year 2005

Number of shared co-authors 0

Asli Ozdas

Vanderbilt University Medical Center

Career Start Year 2003

Number of shared co-authors 0

Samuel M Brown

Intermountain Medical Center and the University of Utah

Career Start Year 2002

Number of shared co-authors 2

David M Maslove

Queen's University

Career Start Year 2001

Number of shared co-authors 2

Matthew M Churpek

University of Wisconsin-Madison

Career Start Year 2000

Number of shared co-authors 1

Lemuel R Waitman

University of Missouri School of Medicine, PCORnet Clinical Research Network

Career Start Year 2000

Number of shared co-authors 0

Azra Bihorac

University of Florida, Univerzitet u Sarajevu Medicinski Fakultet

Career Start Year 1997

Number of shared co-authors 0

Lucila Ohno-Machado

Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine

Career Start Year 1993

Number of shared co-authors 0

George Hripcsak

Columbia University

Career Start Year 1988

Number of shared co-authors 0

Peter Szolovits

Massachusetts Institute of Technology

Career Start Year 1986

Number of shared co-authors 12

G Clermont

University of Pittsburgh

Career Start Year 1986

Number of shared co-authors 1

John H Holmes

University of Pennsylvania Perelman School of Medicine

Career Start Year 1985

Number of shared co-authors 0

row(s) 1 - 30 of 30

Leo Anthony Celi

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

Co-authored papers 39

Alistair E W Johnson

The Hospital for Sick Children

Co-authored papers 8

Rodrigo Octavio Deliberato

Institute of Medical Engineering & Science, Massachusetts Institute of Technology

Co-authored papers 6

Mengling Feng

Saw Swee Hock School of Public Health, National University of Singapore

Co-authored papers 6

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 6

Christopher V Cosgriff

Perelman School of Medicine at the University of Pennsylvania

Co-authored papers 4

Barret Rush

University of Manitoba

Co-authored papers 4

Christopher Moses

Co-authored papers 4

Marzyeh Ghassemi

3Vector Institute

Co-authored papers 4