Neurology

Autism

Latest AI and machine learning research in autism for healthcare professionals.

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Can Robotic Interaction Improve Joint Attention Skills?

Although it has often been argued that clinical applications of advanced technology may hold promise for addressing impairments associated with autism spectrum disorder (ASD), relatively few investigations have indexed the impact of intervention and feedback approaches. This pilot study investigated the application of a novel robotic interaction system capable of administering and adjusting joint ...

Nov 1 2015 24014194

Improving Collaborative Play Between Children with Autism Spectrum Disorders and Their Siblings: The Effectiveness of a Robot-Mediated Intervention Based on Lego® Therapy.

The aim of the study was to investigate the effectiveness of a brief robot-mediated intervention based on Lego(®) therapy on improving collaborative behaviors (i.e., interaction initiations, responses, and play together) between children with ASD and their siblings during play sessions, in a therapeutic setting. A concurrent multiple baseline design across three child-sibling pairs was in effect. ...

Nov 1 2015 25428293
Reversal Learning Task in Children with Autism Spectrum Disorder: A Robot-Based Approach.

Children with autism spectrum disorder (ASD) engage in highly perseverative and inflexible behaviours. Technological tools, such as robots, received i...

Nov 1 2015 25479815
Use of Machine Learning to Identify Children with Autism and Their Motor Abnormalities.

In the present work, we have undertaken a proof-of-concept study to determine whether a simple upper-limb movement could be useful to accurately class...

Jul 1 2015 25652603
Applying machine learning to facilitate autism diagnostics: pitfalls and promises.

Machine learning has immense potential to enhance diagnostic and intervention research in the behavioral sciences, and may be especially useful in inv...

May 1 2015 25294649
Clinical prediction from structural brain MRI scans: a large-scale empirical study.

Multivariate pattern analysis (MVPA) methods have become an important tool in neuroimaging, revealing complex associations and yielding powerful predi...

Jan 1 2015 25048627
Epistasis analysis using artificial intelligence.

Here we introduce artificial intelligence (AI) methodology for detecting and characterizing epistasis in genetic association studies. The ultimate goa...

Jan 1 2015 25403541
[Non-destructive detection research for hollow heart of potato based on semi-transmission hyperspectral imaging and SVM].

The quality of potato is directly related to their edible value and industrial value. Hollow heart of potato, as a physiological disease occurred insi...

Jan 1 2015 25993848
A genetic filter for cancer classification on gene expression data.

We present a new genetic filter to identify a predictive gene subset for cancer-type classification on gene expression profiles. This approach pursues...

Jan 1 2015 26405975
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