Detecting Emotional States from Video to Improve the Electronic Patient Record

Abstract excerpt

Many studies have shown a negative impact of the COVID-19 pandemic onthe mental health of the general population. Then, prompt psychologicalinterventions are needed to help them. It is well known that human micro-expressions can describe genuine emotions of people. Many proposals analyzethese micro-expressions with Convolutional Neural Networks (CNN) models.This paper proposes the Residual Mobile-based Network (Re...

Topics

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• Facial Expression
• Mental Disorders
• Phenotype
• Reproducibility of Results
• Video Recording
• Young Adult

Identifiers and source

Literature Corpus work

b9cc25bc-876e-532c-b241-ccbfeacf960c

DOI

10.2139/ssrn.4120087