Literature DB >> 32752881

Harnessing Machine Learning to Improve Patient Outcomes in Pulmonary and Critical Care Medicine.

Anne R Levenson1, Luisa Morales-Nebreda1, Michael J Alexander1, Clara J Schroedl1.   

Abstract

Year:  2020        PMID： 32752881      PMCID： PMC7528791          DOI： 10.1164/rccm.201912-2486RR

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


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  13 in total

1.  Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.

Authors:  Christopher W Seymour; Jason N Kennedy; Shu Wang; Chung-Chou H Chang; Corrine F Elliott; Zhongying Xu; Scott Berry; Gilles Clermont; Gregory Cooper; Hernando Gomez; David T Huang; John A Kellum; Qi Mi; Steven M Opal; Victor Talisa; Tom van der Poll; Shyam Visweswaran; Yoram Vodovotz; Jeremy C Weiss; Donald M Yealy; Sachin Yende; Derek C Angus
Journal:  JAMA       Date:  2019-05-28       Impact factor: 56.272

Review 2.  Lung-RADS: Pushing the Limits.

Authors:  Maria D Martin; Jeffrey P Kanne; Lynn S Broderick; Ella A Kazerooni; Cristopher A Meyer
Journal:  Radiographics       Date:  2017-10-20       Impact factor: 5.333

3.  The Surviving Sepsis Campaign Bundle: 2018 update.

Authors:  Mitchell M Levy; Laura E Evans; Andrew Rhodes
Journal:  Intensive Care Med       Date:  2018-04-19       Impact factor: 17.440

4.  Willful modulation of brain activity in disorders of consciousness.

Authors:  Martin M Monti; Audrey Vanhaudenhuyse; Martin R Coleman; Melanie Boly; John D Pickard; Luaba Tshibanda; Adrian M Owen; Steven Laureys
Journal:  N Engl J Med       Date:  2010-02-03       Impact factor: 91.245

5.  Early Use of Norepinephrine in Septic Shock Resuscitation (CENSER). A Randomized Trial.

Authors:  Chairat Permpikul; Surat Tongyoo; Tanuwong Viarasilpa; Thavinee Trainarongsakul; Tipa Chakorn; Suthipol Udompanturak
Journal:  Am J Respir Crit Care Med       Date:  2019-05-01       Impact factor: 21.405

6.  The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care.

Authors:  Matthieu Komorowski; Leo A Celi; Omar Badawi; Anthony C Gordon; A Aldo Faisal
Journal:  Nat Med       Date:  2018-10-22       Impact factor: 53.440

7.  Early detection of consciousness in patients with acute severe traumatic brain injury.

Authors:  Brian L Edlow; Camille Chatelle; Camille A Spencer; Catherine J Chu; Yelena G Bodien; Kathryn L O'Connor; Ronald E Hirschberg; Leigh R Hochberg; Joseph T Giacino; Eric S Rosenthal; Ona Wu
Journal:  Brain       Date:  2017-09-01       Impact factor: 13.501

8.  End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography.

Authors:  Diego Ardila; Atilla P Kiraly; Sujeeth Bharadwaj; Bokyung Choi; Joshua J Reicher; Lily Peng; Daniel Tse; Mozziyar Etemadi; Wenxing Ye; Greg Corrado; David P Naidich; Shravya Shetty
Journal:  Nat Med       Date:  2019-05-20       Impact factor: 53.440

Review 9.  A guide to deep learning in healthcare.

Authors:  Andre Esteva; Alexandre Robicquet; Bharath Ramsundar; Volodymyr Kuleshov; Mark DePristo; Katherine Chou; Claire Cui; Greg Corrado; Sebastian Thrun; Jeff Dean
Journal:  Nat Med       Date:  2019-01-07       Impact factor: 53.440

10.  Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management.

Authors:  Sarah J van Riel; Colin Jacobs; Ernst Th Scholten; Rianne Wittenberg; Mathilde M Winkler Wille; Bartjan de Hoop; Ralf Sprengers; Onno M Mets; Bram Geurts; Mathias Prokop; Cornelia Schaefer-Prokop; Bram van Ginneken
Journal:  Eur Radiol       Date:  2018-07-31       Impact factor: 5.315
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