Literature DB >> 32482232

Machine Learning and Artificial Intelligence in Pediatric Research: Current State, Future Prospects, and Examples in Perioperative and Critical Care.

Hannah Lonsdale1, Ali Jalali2, Luis Ahumada2, Clyde Matava3.   

Abstract

Keywords:  airway; anesthesia; artificial intelligence; critical care; deep learning; diagnosis; intubation; machine learning; neural network; pediatric; pediatric anesthesia; perioperative; prognosis; transfusion medicine

Year:  2020        PMID： 32482232     DOI： 10.1016/j.jpeds.2020.02.039

Source DB:  PubMed          Journal:  J Pediatr        ISSN： 0022-3476            Impact factor:   4.406


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  6 in total

1.  Automated anesthesia artifact analysis: can machines be trained to take out the garbage?

Authors:  Allan F Simpao; Olivia Nelson; Luis M Ahumada
Journal:  J Clin Monit Comput       Date:  2020-09-12       Impact factor: 2.502

2.  Applications of Artificial Intelligence in Pediatric Oncology: A Systematic Review.

Authors:  Siddhi Ramesh; Sukarn Chokkara; Timothy Shen; Ajay Major; Samuel L Volchenboum; Anoop Mayampurath; Mark A Applebaum
Journal:  JCO Clin Cancer Inform       Date:  2021-12

3.  Development and External Validation of a Machine Learning Model for Prediction of Potential Transfer to the PICU.

Authors:  Anoop Mayampurath; L Nelson Sanchez-Pinto; Emma Hegermiller; Amarachi Erondu; Kyle Carey; Priti Jani; Robert Gibbons; Dana Edelson; Matthew M Churpek
Journal:  Pediatr Crit Care Med       Date:  2022-04-21       Impact factor: 3.971

4.  Ignorance Isn't Bliss: We Must Close the Machine Learning Knowledge Gap in Pediatric Critical Care.

Authors:  Daniel Ehrmann; Vinyas Harish; Felipe Morgado; Laura Rosella; Alistair Johnson; Briseida Mema; Mjaye Mazwi
Journal:  Front Pediatr       Date:  2022-05-10       Impact factor: 3.569

Review 5.  Artificial Intelligence in Predicting Cardiac Arrest: Scoping Review.

Authors:  Asma Alamgir; Osama Mousa; Zubair Shah
Journal:  JMIR Med Inform       Date:  2021-12-17

6.  An Artificial Neural Network Model for Pediatric Mortality Prediction in Two Tertiary Pediatric Intensive Care Units in South Africa. A Development Study.

Authors:  Michael A Pienaar; Joseph B Sempa; Nicolaas Luwes; Lincoln J Solomon
Journal:  Front Pediatr       Date:  2022-02-25       Impact factor: 3.418
  6 in total

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