• DocumentCode
    3304201
  • Title

    The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system

  • Author

    Walter, Steffen ; Gruss, Sascha ; Ehleiter, Hagen ; Junwen Tan ; Traue, Harald C. ; Werner, Philipp ; Al-Hamadi, Ayoub ; Crawcour, Stephen ; Andrade, A.O. ; Moreira da Silva, Gustavo

  • Author_Institution
    Dept. Psychosomatic Med. & Psychotherapy, Univ. of Ulm, Ulm, Germany
  • fYear
    2013
  • fDate
    13-15 June 2013
  • Firstpage
    128
  • Lastpage
    131
  • Abstract
    The objective measurement of subjective, multi-dimensionally experienced pain is still a problem that has yet to be adequately solved. Though verbal methods (i.e., pain scales, questionnaires) and visual analogue scales are commonly used for measuring clinical pain, they tend to lack in reliability or validity when applied to mentally impaired individuals. Expression of pain and/or its biopotential parameters could represent a solution. While such coding systems already exist, they are either very costly and time-consuming, or have been insufficiently evaluated with regards to the theory of mental tests. Building on the experiences made to date, we collected a database using visual and biopotential signals to advance an automated pain recognition system, to determine its theoretical testing quality, and to optimize its performance. For this purpose, participants were subjected to painful heat stimuli under controlled conditions.
  • Keywords
    handicapped aids; medical information systems; neurophysiology; BioVid heat pain database; automated pain recognition system; biopotential parameter; biopotential signal; clinical pain; mental test; mentally impaired individual; multidimensionally experienced pain; painful heat stimuli; visual analogue scale; visual signal; Cameras; Electroencephalography; Electromyography; Emotion recognition; Heating; Pain; Skin; biopotential; facial expression; heat; pain; pain computing; quantification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cybernetics (CYBCONF), 2013 IEEE International Conference on
  • Conference_Location
    Lausanne
  • Type

    conf

  • DOI
    10.1109/CYBConf.2013.6617456
  • Filename
    6617456