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Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate

M.B. Muthuswamy, B.N. Thomas, D. Williams, J. Dingley, John Dingley

Burns, Volume: 40, Issue: 6, Pages: 1189 - 1193

Swansea University Author: John Dingley

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DOI (Published version): 10.1016/j.burns.2013.12.012

Abstract

PURPOSE:Patients recovering from critical illness especially those with critical illness related neuropathy, myopathy, or burns to face, arms and hands are often unable to communicate by writing, speech (due to tracheostomy) or lip reading. This may frustrate both patient and staff. Two low cost mov...

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Published in: Burns
ISSN: 03054179
Published: 2014
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URI: https://cronfa.swan.ac.uk/Record/cronfa27459
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fullrecord <?xml version="1.0"?><rfc1807><datestamp>2018-06-29T19:49:04.2584368</datestamp><bib-version>v2</bib-version><id>27459</id><entry>2016-04-26</entry><title>Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate</title><swanseaauthors><author><sid>1283ffdd09b091ec57ec3e235a48cfcc</sid><firstname>John</firstname><surname>Dingley</surname><name>John Dingley</name><active>true</active><ethesisStudent>false</ethesisStudent></author></swanseaauthors><date>2016-04-26</date><deptcode>PMSC</deptcode><abstract>PURPOSE:Patients recovering from critical illness especially those with critical illness related neuropathy, myopathy, or burns to face, arms and hands are often unable to communicate by writing, speech (due to tracheostomy) or lip reading. This may frustrate both patient and staff. Two low cost movement tracking systems based around a laptop webcam and a laser/optical gaming system sensor were utilised as control inputs for on-screen text creation software and both were evaluated as communication tools in volunteers.METHODS:Two methods were used to control an on-screen cursor to create short sentences via an on-screen keyboard: (i) webcam-based facial feature tracking, (ii) arm movement tracking by laser/camera gaming sensor and modified software. 16 volunteers with simulated tracheostomy and bandaged arms to simulate communication via gross movements of a burned limb, communicated 3 standard messages using each system (total 48 per system) in random sequence.RESULTS:Ten and 13 minor typographical errors occurred with each system respectively, however all messages were comprehensible. Speed of sentence formation ranged from 58 to 120s with the facial feature tracking system, and 60-160s with the arm movement tracking system. The average speed of sentence formation was 81s (range 58-120) and 104s (range 60-160) for facial feature and arm tracking systems respectively, (P&amp;#60;0.001, 2-tailed independent sample t-test).CONCLUSION:Both devices may be potentially useful communication aids in patients in general and burns critical care units who cannot communicate by conventional means, due to the nature of their injuries.</abstract><type>Journal Article</type><journal>Burns</journal><volume>40</volume><journalNumber>6</journalNumber><paginationStart>1189</paginationStart><paginationEnd>1193</paginationEnd><publisher/><issnPrint>03054179</issnPrint><keywords>Burns; Communication; Hands-free</keywords><publishedDay>31</publishedDay><publishedMonth>12</publishedMonth><publishedYear>2014</publishedYear><publishedDate>2014-12-31</publishedDate><doi>10.1016/j.burns.2013.12.012</doi><url/><notes/><college>COLLEGE NANME</college><department>Medicine</department><CollegeCode>COLLEGE CODE</CollegeCode><DepartmentCode>PMSC</DepartmentCode><institution>Swansea University</institution><apcterm/><lastEdited>2018-06-29T19:49:04.2584368</lastEdited><Created>2016-04-26T22:34:34.1943283</Created><path><level id="1">Faculty of Medicine, Health and Life Sciences</level><level id="2">Swansea University Medical School - Medicine</level></path><authors><author><firstname>M.B.</firstname><surname>Muthuswamy</surname><order>1</order></author><author><firstname>B.N.</firstname><surname>Thomas</surname><order>2</order></author><author><firstname>D.</firstname><surname>Williams</surname><order>3</order></author><author><firstname>J.</firstname><surname>Dingley</surname><order>4</order></author><author><firstname>John</firstname><surname>Dingley</surname><order>5</order></author></authors><documents/><OutputDurs/></rfc1807>
spelling 2018-06-29T19:49:04.2584368 v2 27459 2016-04-26 Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate 1283ffdd09b091ec57ec3e235a48cfcc John Dingley John Dingley true false 2016-04-26 PMSC PURPOSE:Patients recovering from critical illness especially those with critical illness related neuropathy, myopathy, or burns to face, arms and hands are often unable to communicate by writing, speech (due to tracheostomy) or lip reading. This may frustrate both patient and staff. Two low cost movement tracking systems based around a laptop webcam and a laser/optical gaming system sensor were utilised as control inputs for on-screen text creation software and both were evaluated as communication tools in volunteers.METHODS:Two methods were used to control an on-screen cursor to create short sentences via an on-screen keyboard: (i) webcam-based facial feature tracking, (ii) arm movement tracking by laser/camera gaming sensor and modified software. 16 volunteers with simulated tracheostomy and bandaged arms to simulate communication via gross movements of a burned limb, communicated 3 standard messages using each system (total 48 per system) in random sequence.RESULTS:Ten and 13 minor typographical errors occurred with each system respectively, however all messages were comprehensible. Speed of sentence formation ranged from 58 to 120s with the facial feature tracking system, and 60-160s with the arm movement tracking system. The average speed of sentence formation was 81s (range 58-120) and 104s (range 60-160) for facial feature and arm tracking systems respectively, (P&#60;0.001, 2-tailed independent sample t-test).CONCLUSION:Both devices may be potentially useful communication aids in patients in general and burns critical care units who cannot communicate by conventional means, due to the nature of their injuries. Journal Article Burns 40 6 1189 1193 03054179 Burns; Communication; Hands-free 31 12 2014 2014-12-31 10.1016/j.burns.2013.12.012 COLLEGE NANME Medicine COLLEGE CODE PMSC Swansea University 2018-06-29T19:49:04.2584368 2016-04-26T22:34:34.1943283 Faculty of Medicine, Health and Life Sciences Swansea University Medical School - Medicine M.B. Muthuswamy 1 B.N. Thomas 2 D. Williams 3 J. Dingley 4 John Dingley 5
title Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate
spellingShingle Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate
John Dingley
title_short Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate
title_full Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate
title_fullStr Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate
title_full_unstemmed Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate
title_sort Utility of optical facial feature and arm movement tracking systems to enable text communication in critically ill patients who cannot otherwise communicate
author_id_str_mv 1283ffdd09b091ec57ec3e235a48cfcc
author_id_fullname_str_mv 1283ffdd09b091ec57ec3e235a48cfcc_***_John Dingley
author John Dingley
author2 M.B. Muthuswamy
B.N. Thomas
D. Williams
J. Dingley
John Dingley
format Journal article
container_title Burns
container_volume 40
container_issue 6
container_start_page 1189
publishDate 2014
institution Swansea University
issn 03054179
doi_str_mv 10.1016/j.burns.2013.12.012
college_str Faculty of Medicine, Health and Life Sciences
hierarchytype
hierarchy_top_id facultyofmedicinehealthandlifesciences
hierarchy_top_title Faculty of Medicine, Health and Life Sciences
hierarchy_parent_id facultyofmedicinehealthandlifesciences
hierarchy_parent_title Faculty of Medicine, Health and Life Sciences
department_str Swansea University Medical School - Medicine{{{_:::_}}}Faculty of Medicine, Health and Life Sciences{{{_:::_}}}Swansea University Medical School - Medicine
document_store_str 0
active_str 0
description PURPOSE:Patients recovering from critical illness especially those with critical illness related neuropathy, myopathy, or burns to face, arms and hands are often unable to communicate by writing, speech (due to tracheostomy) or lip reading. This may frustrate both patient and staff. Two low cost movement tracking systems based around a laptop webcam and a laser/optical gaming system sensor were utilised as control inputs for on-screen text creation software and both were evaluated as communication tools in volunteers.METHODS:Two methods were used to control an on-screen cursor to create short sentences via an on-screen keyboard: (i) webcam-based facial feature tracking, (ii) arm movement tracking by laser/camera gaming sensor and modified software. 16 volunteers with simulated tracheostomy and bandaged arms to simulate communication via gross movements of a burned limb, communicated 3 standard messages using each system (total 48 per system) in random sequence.RESULTS:Ten and 13 minor typographical errors occurred with each system respectively, however all messages were comprehensible. Speed of sentence formation ranged from 58 to 120s with the facial feature tracking system, and 60-160s with the arm movement tracking system. The average speed of sentence formation was 81s (range 58-120) and 104s (range 60-160) for facial feature and arm tracking systems respectively, (P&#60;0.001, 2-tailed independent sample t-test).CONCLUSION:Both devices may be potentially useful communication aids in patients in general and burns critical care units who cannot communicate by conventional means, due to the nature of their injuries.
published_date 2014-12-31T03:33:17Z
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score 11.012678

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