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Browsing by Author "Minissi, Maria Eleonora"

Now showing items 1-8 of 8

Application of Supervised Machine Learning for Behavioral Biomarkers of Autism Spectrum Disorder Based on Electrodermal Activity and Virtual Reality

Alcañiz Raya, Mariano Luis; CHICCHI-GIGLIOLI, IRENE ALICE; Marín-Morales, Javier; Higuera-Trujillo, Juan Luis; Olmos-Raya, Elena; Minissi, Maria Eleonora; Teruel García, Gonzalo; Sirera, Marian; Abad, Luis (Frontiers Media SA, 2020-04-03)

[EN] Objective: Sensory processing is the ability to capture, elaborate, and integrate information through the five senses and is impaired in over 90% of children with autism spectrum disorder (ASD). The ASD population ...
Assessment of the autism spectrum disorder based on machine learning and social visual attention: a systematic review

Minissi, Maria Eleonora; CHICCHI-GIGLIOLI, IRENE ALICE; Mantovani, Fabrizia; Alcañiz Raya, Mariano Luis (Springer-Verlag, 2021-06)

[EN] The assessment of autism spectrum disorder (ASD) is based on semi-structured procedures addressed to children and caregivers. Such methods rely on the evaluation of behavioural symptoms rather than on the objective ...
Biomarcadores del trastorno del espectro autista basados en bioseñales, realidad virtual e inteligencia artificial

Alcañiz Raya, Mariano Luis; CHICCHI-GIGLIOLI, IRENE ALICE; Sirera, Marian; Minissi, Maria Eleonora; Abad, Luis (Fundación Revista Medicina, 2020)

[ES] Se ha observado que la estratificación de trastornos del espectro autista (TEA) generada por las escalas actuales no es efectiva para la personalización de tratamientos tempranos. La evaluación clínica de TEA requiere ...
Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis

Alcañiz Raya, Mariano Luis; CHICCHI-GIGLIOLI, IRENE ALICE; Carrasco-Ribelles, Lucia A.; Marín-Morales, Javier; Minissi, Maria Eleonora; Teruel-Garcia, Gonzalo; Sirera, Marian; Abad, Luis (John Wiley & Sons, 2022-01)

[EN] The core symptoms of autism spectrum disorder (ASD) mainly relate to social communication and interactions. ASD assessment involves expert observations in neutral settings, which introduces limitations and biases ...
How priming with body odors affects decision speeds in consumer behavior

Alcañiz Raya, Mariano Luis; Chicchi Giglioli, Irene Alice; Carrasco-Ribelles, Lucia A.; Minissi, Maria Eleonora; Gil López, Cristina; Semin, Gun R. (Nature Publishing Group, 2023-01-12)

[EN] To date, odor research has primarily focused on the behavioral effects of common odors on consumer perception and choices. We report a study that examines, for the first time, the effects of human body odor cues on ...
Machine Learning and Virtual Reality on Body Movements¿ Behaviors to Classify Children with Autism Spectrum Disorder

Alcañiz Raya, Mariano Luis; Marín-Morales, Javier; Minissi, Maria Eleonora; Teruel Garcia, Gonzalo; Abad, Luis; CHICCHI-GIGLIOLI, IRENE ALICE (MDPI AG, 2020-05)

[EN] Autism spectrum disorder (ASD) is mostly diagnosed according to behavioral symptoms in sensory, social, and motor domains. Improper motor functioning, during diagnosis, involves the qualitative evaluation of stereotyped ...
Social Signal Processing in Affective Virtual Reality: Human-Shaped Agents Increase Electrodermal Activity in an Elicited Negative Environment

Torres, Sergio C.; Gracia Laso, Desirée I.; Laso, DIG; Minissi, Maria Eleonora; Maddalon, Luna; Chicchi Giglioli, IA; Chicchi-Giglioli, Irene Alice; Alcañiz, Mariano (Mary Ann Liebert, 2024-04-01)

[EN] Prior research on affect elicitation indicates that stimuli with social content (pictures or videos) are more arousing than nonsocial stimuli. In particular, they elicit stronger physiological arousal as measured by ...
The whole-body motor skills of children with autism spectrum disorder taking goal-directed actions in virtual reality

Minissi, Maria Eleonora; Gómez-Zaragozá, Lucía; Marín-Morales, Javier; Mantovani, Fabrizia; Sirera, Marian; Abad, Luis; Cervera-Torres, Sergio; Gómez-García, Soledad; Chicchi Giglioli, Irene Alice; Alcañiz Raya, Mariano Luis (Frontiers Media SA, 2023-04-06)

[EN] Many symptoms of the autism spectrum disorder (ASD) are evident in early infancy, but ASD is usually diagnosed much later by procedures lacking objective measurements. It is necessary to anticipate the identification ...