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Neuroscience and Neurobiology Commons™
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Full-Text Articles in Neuroscience and Neurobiology
Computational Modeling Of Facial Response For Detecting Differential Traits In Autism Spectrum Disorders, Manar D. Samad
Computational Modeling Of Facial Response For Detecting Differential Traits In Autism Spectrum Disorders, Manar D. Samad
Electrical & Computer Engineering Theses & Dissertations
This dissertation proposes novel computational modeling and computer vision methods for the analysis and discovery of differential traits in subjects with Autism Spectrum Disorders (ASD) using video and three-dimensional (3D) images of face and facial expressions. ASD is a neurodevelopmental disorder that impairs an individual’s nonverbal communication skills. This work studies ASD from the pathophysiology of facial expressions which may manifest atypical responses in the face. State-of-the-art psychophysical studies mostly employ na¨ıve human raters to visually score atypical facial responses of individuals with ASD, which may be subjective, tedious, and error prone. A few quantitative studies use intrusive sensors on …
From Rainman To Rainmaker: A Presentation Of Jim’S Journey And Rapidly Advancing Technologies: Integrating Proven Behavioral Therapies With Emergent Measurement And Testing Advances Will Result In Transformational Progress In Autistic Individuals, Richard Zajac
CMC Senior Theses
The autism treatment status quo was reviewed and accompanied by a narrative contextualizing past and present progress with my younger brother Jim’s journey with the condition, sharing proposed next steps for bettering the current state of affairs in the space. The impetus for this piece was to share in the lessons of Jim’s life thus far and the revelations of those who have supported him, as well as to determine ways to create more impactful, lasting change in the limited window of early intervention therapy whilst empowering individuals on the spectrum to optimize for their skills and talents rather than …