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Biomedical Engineering and Bioengineering Commons

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Theses/Dissertations

Computer Sciences

2019

University of Nevada, Las Vegas

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Full-Text Articles in Biomedical Engineering and Bioengineering

The Affective Perceptual Model: Enhancing Communication Quality For Persons With Pimd, Jadin Tredup May 2019

The Affective Perceptual Model: Enhancing Communication Quality For Persons With Pimd, Jadin Tredup

UNLV Theses, Dissertations, Professional Papers, and Capstones

Methods for prolonged compassionate care for persons with Profound Intellectual and Multiple Disabilities (PIMD) require a rotating cast of import people in the subjects life in order to facilitate interaction with the external environment. As subjects continue to age, dependency on these people increases with complexity of communications while the quality of communication decreases. It is theorized that a machine learning (ML) system could replicate the attuning process and replace these people to promote independence. This thesis extends this idea to develop a conceptual and formal model and system prototype.

The main contributions of this thesis are: (1) proposal of …