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A method for diagnosing depression: Facial expression mimicry is evaluated by facial expression recognition
Gang Fu1, Yanhong Yu2, Jiayu Ye1
1School of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250353, China.
Journal of Affective Disorders
|December 19, 2022
Summary
Patients with depression show impaired facial expression mimicry, affecting accuracy and recognition. This study suggests using voluntary expression imitation deficits for diagnosing depression.
Area of Science:
- Psychology
- Neuroscience
- Clinical Psychiatry
Background:
- Facial expression mimicry is demonstrably impaired in individuals with depression.
- Understanding these mimicry deficits is crucial for developing novel diagnostic tools.
Purpose of the Study:
- To evaluate the utility of voluntary facial expression mimicry and recognition tasks in diagnosing depression.
- To identify specific deficits in mimicry accuracy and bias associated with depression.
Main Methods:
- 168 participants engaged in a voluntary facial expression mimicry task (posing seven emotions).
- 9 healthy raters assessed the accuracy and bias of imitated expressions using observer scoring.
- Emotional scores were analyzed to differentiate between depressed individuals and controls.
Main Results:
- The depression group exhibited lower accuracy in imitating happiness compared to controls.
- Depressed individuals showed increased neutrality bias across several expressions and altered happiness bias.
- Rater recognition time for imitated happiness was longer in the depression group, correlating with depression severity.
Conclusions:
- Voluntary facial expression imitation deficits (accuracy, bias, recognizability) are evident in patients with depression.
- These identified deficits offer a potential new method for the clinical diagnosis of depression.
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