Visual stimuli from photographs and artworks raise corresponding emotional responses. It is a long process to prove whether the emotions that arise from photographs and artworks are different or not. We answer this question by employing electroencephalogram (EEG)-based biosignals and a deep convolutional neural network (CNN)-based emotion recognition model. We employ Russell's emotion model, which matches emotion keywords such as happy, calm or sad to a coordinate system whose axes are valence and arousal, respectively. We collect photographs and artwork images that match the emotion keywords and build eighteen one-minute video clips for nine emotion keywords for photographs and artwork. We hired forty subjects and executed tests about the emotional responses from the video clips. From the -test on the results, we concluded that the valence shows difference, while the arousal does not.
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http://dx.doi.org/10.3390/s19245533 | DOI Listing |
J Oral Maxillofac Surg
December 2024
Assistant Professor, Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA; Assistant Professor, Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, MA. Electronic address:
Background: Fibrous dysplasia/McCune-Albright syndrome (FD/MAS) is a genetic disorder, marked by bone lesions, often affecting the craniofacial skeleton. Pain is a prevalent yet heterogeneous symptom reported by patients with craniofacial FD. Effective treatments are currently lacking, posing a significant clinical challenge to patient care.
View Article and Find Full Text PDFJ Child Psychol Psychiatry
December 2024
School of Academic Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Background: Attention-deficit/hyperactivity disorder (ADHD) is commonly attributed to neuro-cognitive deficits of genetic and/or prenatal/perinatal environmental origins. Sonuga-Barke proposed an alternative formulation, suggesting that ADHD behaviors are functional expressions of delay aversion-a strong motivational disposition to avoid or escape negative affective states evoked by delay. It is hypothesized that the strength of this disposition, though neuro-biologically rooted, is exacerbated by early negative social interactions during waiting-related encounters.
View Article and Find Full Text PDFClin Teach
February 2025
Pediatrics, Yale School of Medicine, New Haven, Connecticut, USA.
Background: Physicians perform many difficult skills, but notifying loved ones about the death of a family member is a particularly challenging skill that requires specific training. Descriptions of such training are lacking in the literature. We developed a formative standardised patient encounter on death notification over the telephone for fourth-year medical students and evaluated their qualitative perspectives, including emotional safety.
View Article and Find Full Text PDFBiol Psychol
December 2024
Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China; Key laboratory of Brain and Cognitive Neuroscience, Liaoning Province, Dalian 116029, China. Electronic address:
The role of the eye region in interpersonal communication and emotional recognition is widely acknowledged. However, the influence of mouth expression on perceiving and recognizing genuine emotions in the eye region, especially with limited attentional resources, remains unclear. Thirty-four participants in this study completed a dual-target rapid serial visual presentation (RSVP) task while their event-related potential (ERP) data were simultaneously recorded.
View Article and Find Full Text PDFComput Methods Programs Biomed
December 2024
Department of Electronic and Computer Engineering, University of Córdoba, Spain.
Background And Objective: Stroke remains a significant global concern, particularly as populations age and the incidence of stroke rises. Approximately one third of stroke survivors experience loss of autonomy, often leading to a decreased participation in rehabilitation due to economic, emotional, and social barriers. In response to these challenges, this study introduces PACTUS, an innovative gamified device designed for the rehabilitation of cognitive and motor functions in the upper limbs of patients with post-stroke.
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