Literature DB >> 25373838

Automated and objective action coding of facial expressions in patients with acute facial palsy.

Daniel Haase1, Laura Minnigerode, Gerd Fabian Volk, Joachim Denzler, Orlando Guntinas-Lichius.   

Abstract

Aim of the present observational single center study was to objectively assess facial function in patients with idiopathic facial palsy with a new computer-based system that automatically recognizes action units (AUs) defined by the Facial Action Coding System (FACS). Still photographs using posed facial expressions of 28 healthy subjects and of 299 patients with acute facial palsy were automatically analyzed for bilateral AU expression profiles. All palsies were graded with the House-Brackmann (HB) grading system and with the Stennert Index (SI). Changes of the AU profiles during follow-up were analyzed for 77 patients. The initial HB grading of all patients was 3.3 ± 1.2. SI at rest was 1.86 ± 1.3 and during motion 3.79 ± 4.3. Healthy subjects showed a significant AU asymmetry score of 21 ± 11 % and there was no significant difference to patients (p = 0.128). At initial examination of patients, the number of activated AUs was significantly lower on the paralyzed side than on the healthy side (p < 0.0001). The final examination for patients took place 4 ± 6 months post baseline. The number of activated AUs and the ratio between affected and healthy side increased significantly between baseline and final examination (both p < 0.0001). The asymmetry score decreased between baseline and final examination (p < 0.0001). The number of activated AUs on the healthy side did not change significantly (p = 0.779). Radical rethinking in facial grading is worthwhile: automated FACS delivers fast and objective global and regional data on facial motor function for use in clinical routine and clinical trials.

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Year:  2014        PMID: 25373838     DOI: 10.1007/s00405-014-3385-8

Source DB:  PubMed          Journal:  Eur Arch Otorhinolaryngol        ISSN: 0937-4477            Impact factor:   2.503


  42 in total

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2.  [An index for paresis and defective healing--an easily applied method for objectively determining therapeutic results in facial paresis (author's transl)].

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4.  Development of a new documentation system for facial movements as a basis for the international registry for neuromuscular reconstruction in the face.

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5.  Toward a universal, automated facial measurement tool in facial reanimation.

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6.  Prognostic value of electroneurography and electromyography in facial palsy.

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8.  Yanagihara facial nerve grading system as a prognostic tool in Bell's palsy.

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Journal:  Otol Neurotol       Date:  2014-10       Impact factor: 2.311

9.  Evidence-based guideline update: steroids and antivirals for Bell palsy: report of the Guideline Development Subcommittee of the American Academy of Neurology.

Authors:  Gary S Gronseth; Remia Paduga
Journal:  Neurology       Date:  2012-11-07       Impact factor: 9.910

10.  Prognostication of recovery time after acute peripheral facial palsy: a prospective cohort study.

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Journal:  BMJ Open       Date:  2013-06-20       Impact factor: 2.692

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  4 in total

1.  Automated objective and marker-free facial grading using photographs of patients with facial palsy.

Authors:  Oliver Mothes; Luise Modersohn; Gerd Fabian Volk; Carsten Klingner; Otto W Witte; Peter Schlattmann; Joachim Denzler; Orlando Guntinas-Lichius
Journal:  Eur Arch Otorhinolaryngol       Date:  2019-09-18       Impact factor: 2.503

2.  Clinician Facial Expression of Emotion Corresponds with Patient Mindset.

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3.  Towards a Reliable and Rapid Automated Grading System in Facial Palsy Patients: Facial Palsy Surgery Meets Computer Science.

Authors:  Leonard Knoedler; Helena Baecher; Martin Kauke-Navarro; Lukas Prantl; Hans-Günther Machens; Philipp Scheuermann; Christoph Palm; Raphael Baumann; Andreas Kehrer; Adriana C Panayi; Samuel Knoedler
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4.  Functional Outcome and Quality of Life After Hypoglossal-Facial Jump Nerve Suture.

Authors:  Gerd Fabian Volk; Maren Geitner; Katharina Geißler; Jovanna Thielker; Ashraf Raslan; Oliver Mothes; Christian Dobel; Orlando Guntinas-Lichius
Journal:  Front Surg       Date:  2020-03-19
  4 in total

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