Personalized machine learning for robot perception of affect and engagement in autism therapy
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DOI: 10.1126/scirobotics.aao6760
Abstract: Personalized machine learning enables robot perception of children’s affective states and engagement during robot-assisted autism therapy. Robots have the potential to facilitate future therapies for children on the autism spectrum. However, existing robots are limited… read more here.
Keywords: personalized machine; machine learning; autism; perception ... See more keywords
Using Smartphone Sensor Paradata and Personalized Machine Learning Models to Infer Participants’ Well-being: Ecological Momentary Assessment
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DOI: 10.2196/34015
Abstract: Background Sensors embedded in smartphones allow for the passive momentary quantification of people’s states in the context of their daily lives in real time. Such data could be useful for alleviating the burden of ecological… read more here.
Keywords: personalized machine; machine learning; learning models; ecological momentary ... See more keywords
Utilization of Personalized Machine-Learning to Screen for Dysglycemia from Ambulatory ECG, toward Noninvasive Blood Glucose Monitoring
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DOI: 10.3390/bios13010023
Abstract: Blood glucose (BG) monitoring is important for critically ill patients, as poor sugar control has been associated with increased mortality in hospitalized patients. However, constant BG monitoring can be resource-intensive and pose a healthcare burden… read more here.
Keywords: machine; personalized machine; machine learning; monitoring ... See more keywords