AIMC Topic: Autistic Disorder

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AI, Virtual Reality, and Robots Advancing Autism Diagnosis and Therapy.

IEEE pulse Jan 1, 2021
Autism spectrum disorder (ASD) is a challenge in multiple ways. Just getting diagnosed can take months of visits to doctors and specialists. After the diagnosis, children are often put on long waiting lists to begin therapy, which itself consists of ...
Humans Virtual Reality Robotics Autistic Disorder Artificial Intelligence Autism Spectrum Disorder Adult
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Design and validation of two embodied mirroring setups for interactive games with autistic children using the NAO humanoid robot.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Socially assistive robots have shown potential benefits in therapy of child and elderly patients with social and cognitive deficits. In particular, for autistic children, humanoid robots could enhance engagement and attention, thanks to their simplif...
Humans Upper Extremity Child Autistic Disorder Aminoacridines Movement Robotics
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Machine learning approach for early detection of autism by combining questionnaire and home video screening.

Journal of the American Medical Informatics Association : JAMIA Aug 1, 2018
BACKGROUND: Existing screening tools for early detection of autism are expensive, cumbersome, time- intensive, and sometimes fall short in predictive value. In this work, we sought to apply Machine Learning (ML) to gold standard clinical data obtaine...
Humans Machine Learning Algorithms Methods Videotape Recording Surveys and Questionnaires ROC Curve Child, Preschool Early Diagnosis Autistic Disorder
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Automatic recognition of holistic functional brain networks using iteratively optimized convolutional neural networks (IO-CNN) with weak label initialization.

Medical image analysis Jul 1, 2018
fMRI data decomposition techniques have advanced significantly from shallow models such as Independent Component Analysis (ICA) and Sparse Coding and Dictionary Learning (SCDL) to deep learning models such Deep Belief Networks (DBN) and Convolutional...
Child, Preschool Child Image Processing, Computer-Assisted Middle Aged Adolescent Software Humans Algorithms Neural Networks, Computer Magnetic Resonance Imaging Female Brain Mapping Adult Autistic Disorder Male
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How to Implement Robots in Interventions for Children with Autism? A Co-creation Study Involving People with Autism, Parents and Professionals.

Journal of autism and developmental disorders Oct 1, 2017
The aim of this study was to gain insight into how robots can be practically implemented into current education and therapy interventions for children with autism spectrum disorder (ASD). This qualitative study included focus groups and co-creation s...
Autistic Disorder Parents Robotics Humans Health Personnel Female Adult Male Child
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Noisy Networks and Autism.

Biological psychiatry Aug 1, 2017
Neural Networks, Computer Computer Simulation Autistic Disorder Humans
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AI in Action: Combing the genome for the roots of autism.

Science (New York, N.Y.) Jul 7, 2017
Humans Artificial Intelligence Autistic Disorder Genome, Human
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Feasibility of using sphero in rehabilitation of children with autism in social and communication skills.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings] Jul 1, 2017
The majority of children with autism face difficulties in social interaction and communication skills. Consequently, in this paper we present a pilot study in which we explored the usability of Sphero as a rehabilitation tool for developing social an...
Autistic Disorder Interpersonal Relations Child, Preschool Child Robotics Male Pilot Projects Humans Communication
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Socially Assistive Robots Help Patients Make Behavioral Changes.

JAMA Jun 27, 2017
Robotics Equipment Design Motivation Humans Rehabilitation Autistic Disorder Stroke Rehabilitation Self-Help Devices
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Unity is Strength: Improving biomedical classification performance based on ensemble learning approaches.

Computer methods and programs in biomedicine Apr 1, 2017
Autistic Disorder Lung Neoplasms Computational Biology Electroencephalography Tomography, X-Ray Computed Supervised Machine Learning Humans Diagnosis, Computer-Assisted Image Interpretation, Computer-Assisted Algorithms Decision Support Systems, Clinical
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