Open Access. Powered by Scholars. Published by Universities.®
Other Psychiatry and Psychology Commons™
Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Analytical, Diagnostic and Therapeutic Techniques and Equipment (1)
- Computer Sciences (1)
- Databases and Information Systems (1)
- Diagnosis (1)
- Dietetics and Clinical Nutrition (1)
-
- Electrical and Computer Engineering (1)
- Engineering (1)
- Other Analytical, Diagnostic and Therapeutic Techniques and Equipment (1)
- Other Computer Sciences (1)
- Other Electrical and Computer Engineering (1)
- Other Medicine and Health Sciences (1)
- Physical Sciences and Mathematics (1)
- Psychological Phenomena and Processes (1)
- Publication Type
Articles 1 - 2 of 2
Full-Text Articles in Other Psychiatry and Psychology
Applications Of Unsupervised Machine Learning In Autism Spectrum Disorder Research: A Review, Chelsea Parlett-Pelleriti, Elizabeth Stevens, Dennis R. Dixon, Erik J. Linstead
Applications Of Unsupervised Machine Learning In Autism Spectrum Disorder Research: A Review, Chelsea Parlett-Pelleriti, Elizabeth Stevens, Dennis R. Dixon, Erik J. Linstead
Engineering Faculty Articles and Research
Large amounts of autism spectrum disorder (ASD) data is created through hospitals, therapy centers, and mobile applications; however, much of this rich data does not have pre-existing classes or labels. Large amounts of data—both genetic and behavioral—that are collected as part of scientific studies or a part of treatment can provide a deeper, more nuanced insight into both diagnosis and treatment of ASD. This paper reviews 43 papers using unsupervised machine learning in ASD, including k-means clustering, hierarchical clustering, model-based clustering, and self-organizing maps. The aim of this review is to provide a survey of the current uses of …
Nutrition Perception, Dietary Intake, And Anthropometric Correlations Between Autism Spectrum Disorder And Typically Developing Adolescents., Kristin M. Berg
Nutrition Perception, Dietary Intake, And Anthropometric Correlations Between Autism Spectrum Disorder And Typically Developing Adolescents., Kristin M. Berg
UNF Graduate Theses and Dissertations
The adolescent’s nutrition perception is reflected in dietary intake and body composition. Obesity is prevalent among adolescents with Autism Spectrum Disorder (ASD). Dietary habits of children with ASD are affected by sensory issues, gastrointestinal factors, and parental provision of diet. This cross-sectional study identifies the relationships among variables for dietary intake, nutrition perception of intake, and anthropometric measurements for adiposity for 19 adolescents, ages 11 to 17, with ASD. Twenty-four children who are typically developing (TD) were assessed to compare all variables for significant differences. Measurements of variables of interest were obtained from the adolescent subjects: a 24-hour recall of …