Multimodal emotion perception in young and elderly patients with multiple sclerosis

Montembeault, Maxime; Brando, Estefania; Charest, Kim; Tremblay, Alexandra; Roger, Élaine; Duquette, Pierre; Rouleau, Isabelle

doi:10.1016/j.msard.2021.103478

Cited by 7 publications

(3 citation statements)

References 43 publications

(53 reference statements)

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“…Reduced performance in ToM correlated with poorer executive function, intellectual ability and episodic memory 31 , and cToM and IQ and semantic fluency 27 . Pfaff et al showed that inhibition and divided attention measures were predictive of difficulties in identifying facial emotions (aToM) in MS patients 33 , Montembeault et al reported a positive correlation between general cognition (Montreal Cognitive Assessment, MoCA), but not with attention, measured with the Brief Test of Attention, the Symbol-Digit-Modalities Test, or the Stroop Inhibition task 34 .…”

Section: Resultsmentioning

confidence: 99%

“…Three studies showed a significant positive correlation between aToM and cognition (higher aToM scores were associated with better performance on long-term storage and retrieval tasks, the Symboldigit-modalities test 32 ; and semantic fluency and IQ 27 ). Reduced performance in ToM correlated with poorer executive function, intellectual ability and episodic memory 31 , and cToM and IQ and semantic fluency 27 34 .…”

Section: (Continued)mentioning

confidence: 99%

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A systematic review and meta-analysis of socio-cognitive impairments in multiple sclerosis

Roheger,

Grothe,

Hasselberg

et al. 2024

Sci Rep

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Socio-cognitive impairment is frequent in multiple sclerosis (MS). However, little is known about the relationship between other potentially relevant clinical symptoms (i.e., cognition, depression, fatigue) and the degree of socio-cognitive impairment, and neural mechanisms underlying socio-cognitive deficits in MS. Therefore, we meta-analytically quantified socio-cognitive impairment in MS. A systematic literature search in MEDLINE Ovid, Web of Science Core Collection, CENTRAL, and PsycInfo was conducted until December 2022. Studies investigating affective or cognitive theory of mind (a/cToM), visual perspective taking (VPT) and social decision making (SDM) in MS patients relative to healthy controls were included. Risk-of-bias (RoB) was assessed using the CLARITY group “Tool for Assessing RoB in Cohort Studies”. Mediation analysis investigated the contribution of clinical symptoms to socio-cognitive impairment. In total, n = 8534 studies were screened, 58 were included in the systematic review, 27 in the meta-analyses. Most studies were rated with a moderate RoB. Meta-analyses confirmed impairment of both aToM and cToM in MS patients, with larger effect sizes for aToM. Mediation analysis demonstrated that higher levels of fatigue selectively predicted the degree of cToM impairment. There was insufficient data available to quantify impairment in other socio-cognitive domains. Fourteen structural and functional imaging studies were identified and characterized by substantial heterogeneity. Summarized, this study confirmed substantial socio-cognitive impairment in MS and highlights the potential exacerbating role of comorbid clinical symptoms. We identify several evidence gaps that need to be addressed in future large-scale studies using comprehensive and coordinated assessments of socio-cognitive parameters, potential mediators, and neural correlates.Trial registration: The pre-registered review protocol can be assessed at www.crd.york.ac.uk/PROSPERO/ (ID: CRD42020206225).

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Section: Resultsmentioning

confidence: 99%

Section: (Continued)mentioning

confidence: 99%

A systematic review and meta-analysis of socio-cognitive impairments in multiple sclerosis

Roheger,

Grothe,

Hasselberg

et al. 2024

Sci Rep

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“…In call center services, an emotion recognition system can be used to assess customers' satisfaction. In clinical environments, an emotion recognition system can help clinicians to access psychological disorders [14][15][16][17][18].…”

Section: Introductionmentioning

confidence: 99%

Subjective Evaluation of Basic Emotions from Audio–Visual Data

Kadiri

Alku

2022

Sensors

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Understanding of the perception of emotions or affective states in humans is important to develop emotion-aware systems that work in realistic scenarios. In this paper, the perception of emotions in naturalistic human interaction (audio–visual data) is studied using perceptual evaluation. For this purpose, a naturalistic audio–visual emotion database collected from TV broadcasts such as soap-operas and movies, called the IIIT-H Audio–Visual Emotion (IIIT-H AVE) database, is used. The database consists of audio-alone, video-alone, and audio–visual data in English. Using data of all three modes, perceptual tests are conducted for four basic emotions (angry, happy, neutral, and sad) based on category labeling and for two dimensions, namely arousal (active or passive) and valence (positive or negative), based on dimensional labeling. The results indicated that the participants’ perception of emotions was remarkably different between the audio-alone, video-alone, and audio–video data. This finding emphasizes the importance of emotion-specific features compared to commonly used features in the development of emotion-aware systems.

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