Development and application of emotion recognition technology — a systematic literature review

BMC Psychology, Journal Year: 2024, Volume and Issue: 12(1)

Published: Feb. 24, 2024

Abstract Background There is a mutual influence between emotions and diseases. Thus, the subject of has gained increasing attention. Objective The primary objective this study was to conduct comprehensive review developments in emotion recognition technology over past decade. This aimed gain insights into trends real-world effects by examining its practical applications different settings, including hospitals home environments. Methods followed Preferred Reporting Items for Systematic Reviews (PRISMA) guidelines included search 4 electronic databases, namely, PubMed, Web Science, Google Scholar IEEE Xplore, identify eligible studies published 2013 2023. quality assessed using Critical Appraisal Skills Programme (CASP) criteria. key information from studies, populations, application scenarios, technological methods employed, summarized analyzed. Results In systematic literature 44 that we analyzed development impact field medicine three distinct perspectives: “application scenarios,” “techniques multiple modalities,” “clinical applications.” following impacts were identified: (i) advancement facilitated remote treatment hospital environments healthcare professionals. (ii) been shift traditional subjective assessment multimodal are grounded physiological signals. progress expected enhance accuracy medical diagnosis. (iii) evolving relationship disease throughout diagnosis, intervention, processes holds clinical significance real-time monitoring. Conclusion These findings indicate integration with intelligent devices led systems models, which provide support interventions emotions. However, continuous emotional changes dynamic or complex will be focal point future research.

Language: Английский

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The mediating role of trait emotional intelligence in the relationship between parental neglect and cognitive emotion regulation strategies

BMC Psychology, Journal Year: 2024, Volume and Issue: 12(1)

Published: May 30, 2024

Examining children's abilities to recognize and regulate their emotions in the context of parental neglect is significant importance order comprehend dynamics support development emotional skills children, particularly those at risk neglect. From this point view, aim study was examine mediating role trait intelligence (trait EI) relationship between cognitive emotion regulation strategies (CERS) children.

Language: Английский

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Comparative analysis of emotional facial expression recognition and empathy in children with prader-willi syndrome and autism spectrum disorder

BMC Psychology, Journal Year: 2024, Volume and Issue: 12(1)

Published: Feb. 23, 2024

Prader-Willi Syndrome (PWS) is a rare neurodevelopmental disorder that often comorbid with Autism Spectrum Disorder (ASD). Due to the close association between these two conditions, and recognizing Theory of Mind (ToM) related social behaviors in ASD, there growing interest studying reciprocity communication groups. The primary objective this study was compare how children (n = 45) PWS 15), ASD control group 15) respond emotion recognition facial expressions empathy, which are both concepts ToM. utilized tools named FEEL Deusto-e-Motion 1.0. We also evaluated Working Memory index WISC-IV scale, Social Perception domain NEPSY-II battery, SCQ clinical Our findings suggest individuals exhibit lower accuracy empathy compared group. Both groups exhibited delayed reaction time Children display difficulties emotions disgust surprise. In terms cognitive showed greater inclination as ASD. This represents initial stage comprehending emotional empathetic abilities can provide valuable insights for developing future interventions.

Language: Английский

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Mental Imagery between Cognition and Emotion: A Narrative Review

Psychiatry International, Journal Year: 2024, Volume and Issue: 5(4), P. 697 - 717

Published: Oct. 9, 2024

Mental imagery is a cognitive ability that enables individuals to simulate sensory experiences without external stimuli. This complex process involves generating, manipulating, and experiencing perceptions. Despite longstanding interest, understanding its relationship with other functions emotions remains limited. narrative review aims address this gap by exploring mental imagery’s associations emotional processes. It emphasizes the significant role of on different functions, particular focus learning processes in contexts, such as school career, motor skill acquisition, rehabilitation. Moreover, it delves into intricate connection between emotions, highlighting implications psychopathology therapeutic interventions. The also proposes comprehensive psychometric protocol assess dimensions, enabling thorough evaluation construct. Through holistic imagery, integrating aspects, researchers can advance comprehension application both research clinical settings.

Language: Английский

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Discrimination of Emotional Valence Based on Physiological Signals in the Hand and Machine Learning Algorithm

Published: April 12, 2024

Language: Английский

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