Literature DB >> 32399747

Machine learning in intensive care medicine: ready for take-off?

Lucas M Fleuren1,2, Patrick Thoral3, Duncan Shillan4, Ari Ercole5,6, Paul W G Elbers3,6.   

Abstract

Mesh：

Year:  2020        PMID： 32399747     DOI： 10.1007/s00134-020-06045-y

Source DB:  PubMed          Journal:  Intensive Care Med        ISSN： 0342-4642            Impact factor:   17.440


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  9 in total

Review 1.  Artificial intelligence-enabled decision support in nephrology.

Authors:  Tyler J Loftus; Benjamin Shickel; Tezcan Ozrazgat-Baslanti; Yuanfang Ren; Benjamin S Glicksberg; Jie Cao; Karandeep Singh; Lili Chan; Girish N Nadkarni; Azra Bihorac
Journal:  Nat Rev Nephrol       Date:  2022-04-22       Impact factor: 42.439

2.  Bridging the artificial intelligence valley of death in surgical decision-making.

Authors:  Jeremy Balch; Gilbert R Upchurch; Azra Bihorac; Tyler J Loftus
Journal:  Surgery       Date:  2021-02-16       Impact factor: 3.982

3.  Moving from bytes to bedside: a systematic review on the use of artificial intelligence in the intensive care unit.

Authors:  Davy van de Sande; Michel E van Genderen; Joost Huiskens; Diederik Gommers; Jasper van Bommel
Journal:  Intensive Care Med       Date:  2021-06-05       Impact factor: 17.440

4.  Explainable Machine Learning to Predict Successful Weaning Among Patients Requiring Prolonged Mechanical Ventilation: A Retrospective Cohort Study in Central Taiwan.

Authors:  Ming-Yen Lin; Chi-Chun Li; Pin-Hsiu Lin; Jiun-Long Wang; Ming-Cheng Chan; Chieh-Liang Wu; Wen-Cheng Chao
Journal:  Front Med (Lausanne)       Date:  2021-04-23

Review 5.  Expectations for Artificial Intelligence (AI) in Psychiatry.

Authors:  Scott Monteith; Tasha Glenn; John Geddes; Peter C Whybrow; Eric Achtyes; Michael Bauer
Journal:  Curr Psychiatry Rep       Date:  2022-10-10       Impact factor: 8.081

Review 6.  Artificial intelligence in telemetry: what clinicians should know.

Authors:  David M Maslove; Paul W G Elbers; Gilles Clermont
Journal:  Intensive Care Med       Date:  2021-01-02       Impact factor: 17.440

Review 7.  Machine Learning for Cardiovascular Outcomes From Wearable Data: Systematic Review From a Technology Readiness Level Point of View.

Authors:  Arman Naseri Jahfari; David Tax; Marcel Reinders; Ivo van der Bilt
Journal:  JMIR Med Inform       Date:  2022-01-19

Review 8.  Artificial Intelligence in Critical Care Medicine.

Authors:  Joo Heung Yoon; Michael R Pinsky; Gilles Clermont
Journal:  Crit Care       Date:  2022-03-22       Impact factor: 19.334

Review 9.  Artificial Intelligence in Infection Management in the ICU.

Authors:  Thomas De Corte; Sofie Van Hoecke; Jan De Waele
Journal:  Crit Care       Date:  2022-03-22       Impact factor: 9.097
  9 in total

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