Article info

Download PDFPDF

Current state of science in machine learning methods for automatic infant pain evaluation using facial expression information: study protocol of a systematic review and meta-analysis

Authors

  • Dan Cheng Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Dianbo Liu Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Lisa Liang Philpotts Treadwell Library, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Dana P Turner Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Timothy T Houle Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Lucy Chen Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Miaomiao Zhang Department of Engineering, University of Virginia, Charlottesville, Virginia, USA PubMed articlesGoogle scholar articles
  • Jianjun Yang Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China PubMed articlesGoogle scholar articles
  • Wei Zhang Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China PubMed articlesGoogle scholar articles
  • Hao Deng Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA DRPH Program, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Hao Deng; hdeng1{at}mgh.harvard.edu; Professor Wei Zhang; zhangw571012{at}126.com
View Full Text

Citation

Cheng D, Liu D, Philpotts LL, et al
Current state of science in machine learning methods for automatic infant pain evaluation using facial expression information: study protocol of a systematic review and meta-analysis

Publication history

  • Received March 16, 2019
  • Revised November 18, 2019
  • Accepted November 18, 2019
  • First published December 11, 2019.
Online issue publication 
December 11, 2019

Request permissions

If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.