Literature DB >> 29468939

Objectively measuring pain using facial expression: is the technology finally ready?

Thomas Richard Dawes1, Ben Eden-Green1, Claire Rosten2, Julian Giles1, Ricardo Governo3, Francesca Marcelline4, Charles Nduka5.   

Abstract

Currently, clinicians observe pain-related behaviors and use patient self-report measures in order to determine pain severity. This paper reviews the evidence when facial expression is used as a measure of pain. We review the literature reporting the relevance of facial expression as a diagnostic measure, which facial movements are indicative of pain, and whether such movements can be reliably used to measure pain. We conclude that although the technology for objective pain measurement is not yet ready for use in clinical settings, the potential benefits to patients in improved pain management, combined with the advances being made in sensor technology and artificial intelligence, provide opportunities for research and innovation.

Entities:  

Keywords:  automatic; computer-image analysis; electromyography; facial expression; objective measure; pain

Mesh:

Year:  2018        PMID: 29468939     DOI: 10.2217/pmt-2017-0049

Source DB:  PubMed          Journal:  Pain Manag        ISSN: 1758-1869


  6 in total

1.  Artificial Intelligence and Machine Learning in Anesthesiology.

Authors:  Christopher W Connor
Journal:  Anesthesiology       Date:  2019-12       Impact factor: 7.892

Review 2.  Sensor Technologies to Manage the Physiological Traits of Chronic Pain: A Review.

Authors:  David Naranjo-Hernández; Javier Reina-Tosina; Laura M Roa
Journal:  Sensors (Basel)       Date:  2020-01-08       Impact factor: 3.576

Review 3.  The Current View on the Paradox of Pain in Autism Spectrum Disorders.

Authors:  Olena V Bogdanova; Volodymyr B Bogdanov; Adrien Pizano; Manuel Bouvard; Jean-Rene Cazalets; Nicholas Mellen; Anouck Amestoy
Journal:  Front Psychiatry       Date:  2022-07-22       Impact factor: 5.435

Review 4.  Self-Reported Efficacy of Treatments in Cluster Headache: a Systematic Review of Survey Studies.

Authors:  Sakari Santeri Rusanen; Suchetana De; Emmanuelle Andree Danielle Schindler; Ville Aleksi Artto; Markus Storvik
Journal:  Curr Pain Headache Rep       Date:  2022-06-27

5.  Novel Method for Three-Dimensional Facial Expression Recognition Using Self-Normalizing Neural Networks and Mobile Devices.

Authors:  Tim Johannes Hartmann; Julien Ben Joachim Hartmann; Ulrike Friebe-Hoffmann; Christiane Lato; Wolfgang Janni; Krisztian Lato
Journal:  Geburtshilfe Frauenheilkd       Date:  2022-07-21       Impact factor: 2.754

Review 6.  The neurobiology of pain and facial movements in rodents: Clinical applications and current research.

Authors:  Adriana Domínguez-Oliva; Daniel Mota-Rojas; Ismael Hernández-Avalos; Patricia Mora-Medina; Adriana Olmos-Hernández; Antonio Verduzco-Mendoza; Alejandro Casas-Alvarado; Alexandra L Whittaker
Journal:  Front Vet Sci       Date:  2022-09-29
  6 in total

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