Neurology

Autism

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

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Potential identification of vitamin B6 responsiveness in autism spectrum disorder utilizing phenotype variables and machine learning methods.

We investigated whether machine learning methods could potentially identify a subgroup of persons wi...

Oct 2018 30287864
Low-Rank Representation for Multi-center Autism Spectrum Disorder Identification.

Effective utilization of multi-center data for autism spectrum disorder (ASD) diagnosis recently has...

Sep 2018 31106302
Support Vector Machine Optimized by Genetic Algorithm for Data Analysis of Near-Infrared Spectroscopy Sensors.

Near-infrared (NIR) spectral sensors deliver the spectral response of the light absorbed by material...

Sep 2018 30257420
An accessible and efficient autism screening method for behavioural data and predictive analyses.

Autism spectrum disorder is associated with significant healthcare costs, and early diagnosis can su...

Sep 2018 30230414
Learning Generalizable Recurrent Neural Networks from Small Task-fMRI Datasets.

Deep learning has become the new state-of-the-art for many problems in image analysis. However, larg...

Sep 2018 30873514
The impact of robotic intervention on joint attention in children with autism spectrum disorders.

BACKGROUND: A growing body of anecdotal evidence indicates that the use of robots may provide unique...

Sep 2018 30202508
Can Deep Learning Improve Genomic Prediction of Complex Human Traits?

The genetic analysis of complex traits does not escape the current excitement around artificial inte...

Aug 2018 30171033
A systematic review of structural MRI biomarkers in autism spectrum disorder: A machine learning perspective.

Autism Spectrum Disorder (ASD) affects approximately 1% of the population and leads to impairments i...

Aug 2018 30172895
Predictive connectome subnetwork extraction with anatomical and connectivity priors.

We present a new method to identify anatomical subnetworks of the human connectome that are optimall...

Aug 2018 30508806
Exploratory study examining the at-home feasibility of a wearable tool for social-affective learning in children with autism.

Although standard behavioral interventions for autism spectrum disorder (ASD) are effective therapie...

Aug 2018 31304314
Fast and Accurate Diagnosis of Autism (FADA): a novel hierarchical fuzzy system based autism detection tool.

The main aim of this research work was to develop and validate a novel graphical user interface base...

Jul 2018 30054869
Machine learning-based identification of genetic interactions from heterogeneous gene expression profiles.

The identification of disease-related genes and disease mechanisms is an important research goal; ma...

Jul 2018 30048494
A new computational intelligence approach to detect autistic features for autism screening.

Autism Spectrum Disorder (ASD) is one of the fastest growing developmental disability diagnosis. Gen...

Jun 2018 30032959
Emergent Solutions to High-Dimensional Multitask Reinforcement Learning.

Algorithms that learn through environmental interaction and delayed rewards, or reinforcement learni...

Jun 2018 29932363
Road screening and distribution route multi-objective robust optimization for hazardous materials based on neural network and genetic algorithm.

Route optimization of hazardous materials transportation is one of the basic steps in ensuring the s...

Jun 2018 29927981
Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns.

Autism spectrum disorder (ASD) is an age- and sex-related neurodevelopmental disorder that alters th...

Jun 2018 29994137
Leveraging multiple gene networks to prioritize GWAS candidate genes via network representation learning.

Genome-wide association studies (GWAS) have successfully discovered a number of disease-associated g...

Jun 2018 29874547
Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer's disease.

Graphs are widely used as a natural framework that captures interactions between individual elements...

Jun 2018 29890408
Robot-based intervention may reduce delay in the production of intransitive gestures in Chinese-speaking preschoolers with autism spectrum disorder.

BACKGROUND: Past studies have shown that robot-based intervention was effective in improving gestura...

May 2018 29796238
A computational framework for the detection of subcortical brain dysmaturation in neonatal MRI using 3D Convolutional Neural Networks.

Deep neural networks are increasingly being used in both supervised learning for classification task...

May 2018 29793060
Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas.

BACKGROUND AND PURPOSE: The World Health Organization has recently placed new emphasis on the integr...

May 2018 29748206
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