Currently, existing tools only cover children up to 18 years old, leaving a gap in diagnosis and treatment for adults. This lack of screening tools is compounded by classification systems that focus on childhood symptoms and a shortage of trained professionals. Undetected ASD in ...
Novelty of our work is the application of FL technique for detection of ASD in both children and adults. Two different ML models including SVM and LR have been trained locally using four different ASD datasets of features containing records about children and adults obtained from free sources and...
The severity of social behavioral vulnerabilities in school-aged children, adolescents, and adults with SCT is illustrated by an increased level of symptoms and clinical diagnoses of Autism Spectrum Disorder (ASD; see for a review: [8]). Previous studies determining the impact of SCT on ASD symp...
finding biomarkers for autism spectrum disorder (ASD) has proven particularly difficult, partly due to high heterogeneity. Here, we recorded five minutes eyes-closed rest electroencephalography (EEG) from 186 adults (51% with ASD and 49% without ASD)...
Diagnostic Tools TheCenters for Disease Control and Prevention (CDC)estimates that there are5,437,988 autistic adults in the U.S., along with one in every 44 children. Each individual has a unique array of characteristics, strengths, and needs. The autism assessment you select can provide you...
Meta-regression analyses revealed that children with autism were at a greater associated risk of developing diabetes and hypertension compared with adults. High between-study heterogeneity was a concern for several meta-analyses. Conclusions and Relevance Results suggest that the associated increased risk ...
Researchers at Karolinska Institutet in Sweden have developed a new screening tool to facilitate the diagnosis of Autism Spectrum Disorder in adults. The test is presented in the scientific journal Molecular Autism and is unique in that researchers have,
Conclusions and Relevance This study found that ASD was associated with a substantial increase in odds of self-injurious behavior and suicidality in children and adults. Further research is needed to examine the role of primary care screenings, increased access to preventive mental health services, ...
adult population often rely on self-report measures, such as theAQ-50(Baron-Cohen et al.2001),RBQ-2A(Barrett et al.2015), andSQ-40(Baron-Cohen et al.2003). These self-report autism scales and their abbreviated versions have been used as screening tools as well as in empirical research...
This study aims at detecting ASD in toddlers and adults using deep learning techniques. For the analysis, two individual datasets have been considered, i.e., Autism Screen Data for toddlers and Autism Screening in adults. Both datasets have been taken from Kaggle. The Autism Screen data for to...