• DocumentCode
    3199822
  • Title

    Quantitative measures of facial expression for patients with head and neck cancer

  • Author

    Juhun Lee ; Fingeret, Michelle C. ; Teo, Irene ; Hanasono, Matthew M. ; Skoracki, Roman J. ; Markey, Mia K.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    3706
  • Lastpage
    3709
  • Abstract
    In addition to changes in facial morphology, head and neck cancer treatment can impact the facial expression. Quantification of changes in facial expression, particularly of smiling, would enable a deeper understanding of the relationship between physical changes and psychosocial adjustment in patients being treated for facial cancer. This study proposes 48 quantitative facial expression measures, which consist of the length normalized distances and slopes between 27 manually annotated fiducial points on standard 2D clinical photographs of patients with head and neck cancer. Using the proposed measures, the maximum intensity of smiling for patients with head and neck cancer prior to their treatments was compared to that of a sample from a healthy population. A total of 7 facial expression measures captured statistically significant differences between patients with head and neck cancer and healthy individuals. These measures suggest that patients with head and neck cancer are less expressive than people without head and neck cancer. This study is the first attempt to quantify the facial expression of patients with head and neck cancer and to build a foundation for studying how surgical interventions may affect their facial expressions. Moreover, this study lays the groundwork for future investigation of the relationship between facial expression and psychosocial adjustment in cancer patients.
  • Keywords
    cancer; psychology; surgery; cancer patients; facial cancer treatment; facial expression; facial morphology; head cancer treatment; neck cancer treatment; physical changes; psychosocial adjustment; quantitative facial expression measures; standard 2D clinical photographs; surgical intervention; Cancer; Educational institutions; Face; Neck; Surgery; Three-dimensional displays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610348
  • Filename
    6610348