Literature DB >> 23725609

"Big data" in the intensive care unit. Closing the data loop.

Leo Anthony Celi, Roger G Mark, David J Stone, Robert A Montgomery.   

Abstract

Mesh：

Year:  2013        PMID： 23725609      PMCID： PMC3734609          DOI： 10.1164/rccm.201212-2311ED

Source DB:  PubMed          Journal:  Am J Respir Crit Care Med        ISSN： 1073-449X            Impact factor:   21.405


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  22 in total

1.  The critical care crisis in the United States: a report from the profession.

Authors:  Mark A Kelley; Derek Angus; Donald B Chalfin; Edward D Crandall; David Ingbar; Wanda Johanson; Justine Medina; Curtis N Sessler; Jeffery S Vender
Journal:  Chest       Date:  2004-04       Impact factor: 9.410

2.  The eICU research institute - a collaboration between industry, health-care providers, and academia.

Authors:  Michael McShea; Randy Holl; Omar Badawi; Richard R Riker; Eric Silfen
Journal:  IEEE Eng Med Biol Mag       Date:  2010 Mar-Apr

3.  Multiparameter Intelligent Monitoring in Intensive Care II: a public-access intensive care unit database.

Authors:  Mohammed Saeed; Mauricio Villarroel; Andrew T Reisner; Gari Clifford; Li-Wei Lehman; George Moody; Thomas Heldt; Tin H Kyaw; Benjamin Moody; Roger G Mark
Journal:  Crit Care Med       Date:  2011-05       Impact factor: 7.598

4.  Caring for the critically ill patient: challenges and opportunities.

Authors:  Derek C Angus
Journal:  JAMA       Date:  2007-07-25       Impact factor: 56.272

5.  Project IMPACT: results from a pilot validity study of a new observational database.

Authors:  Suzanne F Cook; Wendy A Visscher; Connie L Hobbs; Rick L Williams
Journal:  Crit Care Med       Date:  2002-12       Impact factor: 7.598

6.  How Intermountain trimmed health care costs through robust quality improvement efforts.

Authors:  Brent C James; Lucy A Savitz
Journal:  Health Aff (Millwood)       Date:  2011-05-19       Impact factor: 6.301

7.  Intensive care unit length of stay: Benchmarking based on Acute Physiology and Chronic Health Evaluation (APACHE) IV.

Authors:  Jack E Zimmerman; Andrew A Kramer; Douglas S McNair; Fern M Malila; Violet L Shaffer
Journal:  Crit Care Med       Date:  2006-10       Impact factor: 7.598

8.  Federal and nationwide intensive care units and healthcare costs: 1986-1992.

Authors:  N A Halpern; L Bettes; R Greenstein
Journal:  Crit Care Med       Date:  1994-12       Impact factor: 7.598

Review 9.  Should we target blood pressure in sepsis?

Authors:  Jukka Takala
Journal:  Crit Care Med       Date:  2010-10       Impact factor: 7.598

10.  Prize-based contests can provide solutions to computational biology problems.

Authors:  Karim R Lakhani; Kevin J Boudreau; Po-Ru Loh; Lars Backstrom; Carliss Baldwin; Eric Lonstein; Mike Lydon; Alan MacCormack; Ramy A Arnaout; Eva C Guinan
Journal:  Nat Biotechnol       Date:  2013-02       Impact factor: 54.908
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  57 in total

1.  From Pharmacovigilance to Clinical Care Optimization.

Authors:  Leo Anthony Celi; Edward Moseley; Christopher Moses; Padhraig Ryan; Melek Somai; David Stone; Kai-Ou Tang
Journal:  Big Data       Date:  2014-09-01       Impact factor: 2.128

2.  Interactive Visualization and Exploration of Patient Progression in a Hospital Setting.

Authors:  Wathsala Widanagamaachchi; Yarden Livnat; Peer-Timo Bremer; Scott Duvall; Valerio Pascucci
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

3.  The Dependence of Machine Learning on Electronic Medical Record Quality.

Authors:  Long V Ho; David Ledbetter; Melissa Aczon; Randall Wetzel
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

4.  Forewarning of hypotensive events using a Bayesian artificial neural network in neurocritical care.

Authors:  Rob Donald; Tim Howells; Ian Piper; P Enblad; P Nilsson; I Chambers; B Gregson; G Citerio; K Kiening; J Neumann; A Ragauskas; J Sahuquillo; R Sinnott; A Stell
Journal:  J Clin Monit Comput       Date:  2018-05-24       Impact factor: 2.502

5.  Is research from databases reliable? Yes.

Authors:  Jean-Francois Timsit; Jerome Aboab; Jean-Jacques Parienti
Journal:  Intensive Care Med       Date:  2018-12-14       Impact factor: 17.440

6.  The challenge of local consent requirements for global critical care databases.

Authors:  Stuart McLennan; David Shaw; Leo Anthony Celi
Journal:  Intensive Care Med       Date:  2018-06-19       Impact factor: 17.440

7.  What's so different about big data?. A primer for clinicians trained to think epidemiologically.

Authors:  Theodore J Iwashyna; Vincent Liu
Journal:  Ann Am Thorac Soc       Date:  2014-09

Review 8.  Big Data Usage Patterns in the Health Care Domain: A Use Case Driven Approach Applied to the Assessment of Vaccination Benefits and Risks. Contribution of the IMIA Primary Healthcare Working Group.

Authors:  H Liyanage; S de Lusignan; S-T Liaw; C E Kuziemsky; F Mold; P Krause; D Fleming; S Jones
Journal:  Yearb Med Inform       Date:  2014-08-15

Review 9.  A "datathon" model to support cross-disciplinary collaboration.

Authors:  Jerôme Aboab; Leo Anthony Celi; Peter Charlton; Mengling Feng; Mohammad Ghassemi; Dominic C Marshall; Louis Mayaud; Tristan Naumann; Ned McCague; Kenneth E Paik; Tom J Pollard; Matthieu Resche-Rigon; Justin D Salciccioli; David J Stone
Journal:  Sci Transl Med       Date:  2016-04-06       Impact factor: 17.956

10.  A data-driven approach to optimized medication dosing: a focus on heparin.

Authors:  Mohammad M Ghassemi; Stefan E Richter; Ifeoma M Eche; Tszyi W Chen; John Danziger; Leo A Celi
Journal:  Intensive Care Med       Date:  2014-08-05       Impact factor: 17.440
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