Neurology

Autism

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

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Evolutionary and Neural Computing Based Decision Support System for Disease Diagnosis from Clinical Data Sets in Medical Practice.

As a recent trend, various computational intelligence and machine learning approaches have been used...

Sep 2017 28956226
Artificial intelligence in peer review: How can evolutionary computation support journal editors?

With the volume of manuscripts submitted for publication growing every year, the deficiencies of pee...

Sep 2017 28931033
Applications of random forest feature selection for fine-scale genetic population assignment.

Genetic population assignment used to inform wildlife management and conservation efforts requires p...

Sep 2017 29387152
ASD+M: Automatic parameter tuning in stochastic optimization and on-line learning.

In this paper the classic momentum algorithm for stochastic optimization is considered. A method is ...

Sep 2017 28950104
Identification of autism spectrum disorder using deep learning and the ABIDE dataset.

The goal of the present study was to apply deep learning algorithms to identify autism spectrum diso...

Aug 2017 29034163
Applying machine learning to identify autistic adults using imitation: An exploratory study.

Autism spectrum condition (ASC) is primarily diagnosed by behavioural symptoms including social, sen...

Aug 2017 28813454
Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market.

Accurate box office forecasting models are developed by considering competition and word-of-mouth (W...

Jul 2017 28819355
Using a social robot to teach gestural recognition and production in children with autism spectrum disorders.

While it has been argued that children with autism spectrum disorders are responsive to robot-like t...

Jul 2017 28673117
Detecting Abnormal Word Utterances in Children With Autism Spectrum Disorders: Machine-Learning-Based Voice Analysis Versus Speech Therapists.

Abnormal prosody is often evident in the voice intonations of individuals with autism spectrum disor...

Jun 2017 28649923
Modeling and Optimization of NLDH/PVDF Ultrafiltration Nanocomposite Membrane Using Artificial Neural Network-Genetic Algorithm Hybrid.

In this research, MgAl-CO nanolayered double hydroxide (NLDH) was synthesized through a facile copre...

Jun 2017 28590110
Recurrent neural network-based modeling of gene regulatory network using elephant swarm water search algorithm.

Correct inference of genetic regulations inside a cell from the biological database like time series...

Jun 2017 28659000
Omics Data Complementarity Underlines Functional Cross-Communication in Yeast.

Mapping the complete functional layout of a cell and understanding the cross-talk between different ...

Jun 2017 28600905
Fluid and flexible minds: Intelligence reflects synchrony in the brain's intrinsic network architecture.

Human intelligence has been conceptualized as a complex system of dissociable cognitive processes, y...

Jun 2017 29911673
Multiple Trait Covariance Association Test Identifies Gene Ontology Categories Associated with Chill Coma Recovery Time in Drosophila melanogaster.

The genomic best linear unbiased prediction (GBLUP) model has proven to be useful for prediction of ...

May 2017 28546557
BrainAGE score indicates accelerated brain aging in schizophrenia, but not bipolar disorder.

BrainAGE (brain age gap estimation) is a novel morphometric parameter providing a univariate score d...

May 2017 28628780
Precision Medicine: Genomic Profiles to Individualize Therapy.

Precision medicine is the application of genotypic and Omics biomarkers to determine the most approp...

May 2017 28527522
Abstraction, Sensory-Motor Coordination, and the Reality Gap in Evolutionary Robotics.

One of the major challenges of evolutionary robotics is to transfer robot controllers evolved in sim...

May 2017 28513202
Crowdsourced validation of a machine-learning classification system for autism and ADHD.

Autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD) together affect >...

May 2017 28509905
Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework.

Precision medicine approaches rely on obtaining precise knowledge of the true state of health of an ...

May 2017 28490744
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