Cargando…

Outcome predictors in autism spectrum disorders preschoolers undergoing treatment as usual: insights from an observational study using artificial neural networks

BACKGROUND: Treatment as usual (TAU) for autism spectrum disorders (ASDs) includes eclectic treatments usually available in the community and school inclusion with an individual support teacher. Artificial neural networks (ANNs) have never been used to study the effects of treatment in ASDs. The Aut...

Descripción completa

Detalles Bibliográficos
Autores principales:	Narzisi, Antonio, Muratori, Filippo, Buscema, Massimo, Calderoni, Sara, Grossi, Enzo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Dove Medical Press 2015
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4494609/ https://www.ncbi.nlm.nih.gov/pubmed/26170671 http://dx.doi.org/10.2147/NDT.S81233

Ejemplares similares

Motor Skills as Moderators of Core Symptoms in Autism Spectrum Disorders: Preliminary Data From an Exploratory Analysis With Artificial Neural Networks
por: Fulceri, Francesca, et al.
Publicado: (2019)

Parental Perspectives on Psychiatric Comorbidity in Preschoolers With Autism Spectrum Disorders Receiving Publicly Funded Mental Health Services
por: Muratori, Filippo, et al.
Publicado: (2019)

Rehabilitative Interventions and Brain Plasticity in Autism Spectrum Disorders: Focus on MRI-Based Studies
por: Calderoni, Sara, et al.
Publicado: (2016)

Exploratory study describing 6 month outcomes for young children with autism who receive treatment as usual in Italy
por: Muratori, Filippo, et al.
Publicado: (2014)

Brain Network Organization Correlates with Autistic Features in Preschoolers with Autism Spectrum Disorders and in Their Fathers: Preliminary Data from a DWI Analysis
por: Billeci, Lucia, et al.
Publicado: (2019)

Impact of sleep disorders on behavioral issues in preschoolers with autism spectrum disorder
por: Distefano, Giacomo, et al.
Publicado: (2023)

Vocal and motor behaviors as a possible expression of gastrointestinal problems in preschoolers with Autism Spectrum Disorder
por: Prosperi, Margherita, et al.
Publicado: (2019)

Heart Rate Variability During a Joint Attention Task in Toddlers With Autism Spectrum Disorders
por: Billeci, Lucia, et al.
Publicado: (2018)

Application of Artificial Neural Networks to Investigate One-Carbon Metabolism in Alzheimer’s Disease and Healthy Matched Individuals
por: Coppedè, Fabio, et al.
Publicado: (2013)

Artificial Neural Networks for Early Prediction of Mortality in Patients with Non Variceal Upper GI Bleeding (UGIB)
por: Grossi, Enzo, et al.
Publicado: (2008)

The Social Effect of “Being Imitated” in Children with Autism Spectrum Disorder
por: Contaldo, Annarita, et al.
Publicado: (2016)

Nutrition and Autism Spectrum Disorder: Between False Myths and Real Research-Based Opportunities
por: Narzisi, Antonio, et al.
Publicado: (2021)

Dietary Patterns and Weight Status in Italian Preschoolers with Autism Spectrum Disorder and Typically Developing Children
por: Raspini, Benedetta, et al.
Publicado: (2021)

Sex Differences in Autism Spectrum Disorder: An Investigation on Core Symptoms and Psychiatric Comorbidity in Preschoolers
por: Prosperi, Margherita, et al.
Publicado: (2021)

How Attention to Faces and Objects Changes Over Time in Toddlers with Autism Spectrum Disorders: Preliminary Evidence from An Eye Tracking Study
por: Muratori, Filippo, et al.
Publicado: (2019)

The effect of gender on the neuroanatomy of children with autism spectrum disorders: a support vector machine case-control study
por: Retico, Alessandra, et al.
Publicado: (2016)

An integrated EEG and eye-tracking approach for the study of responding and initiating joint attention in Autism Spectrum Disorders
por: Billeci, Lucia, et al.
Publicado: (2017)

Neuropathological findings processed by artificial neural networks (ANNs) can perfectly distinguish Alzheimer's patients from controls in the Nun Study
por: Grossi, Enzo, et al.
Publicado: (2007)

Gut to brain interaction in Autism Spectrum Disorders: a randomized controlled trial on the role of probiotics on clinical, biochemical and neurophysiological parameters
por: Santocchi, Elisa, et al.
Publicado: (2016)

Looking for “fNIRS Signature” in Autism Spectrum: A Systematic Review Starting From Preschoolers
por: Conti, Eugenia, et al.
Publicado: (2022)

Serological screening for Celiac Disease in 382 pre-schoolers with Autism Spectrum Disorder
por: Calderoni, Sara, et al.
Publicado: (2016)

A randomized controlled trial into the effects of probiotics on electroencephalography in preschoolers with autism
por: Billeci, Lucia, et al.
Publicado: (2022)

Disentangling the initiation from the response in joint attention: an eye-tracking study in toddlers with autism spectrum disorders
por: Billeci, L, et al.
Publicado: (2016)

Effects of Probiotic Supplementation on Gastrointestinal, Sensory and Core Symptoms in Autism Spectrum Disorders: A Randomized Controlled Trial
por: Santocchi, Elisa, et al.
Publicado: (2020)

An Integrated Approach for the Monitoring of Brain and Autonomic Response of Children with Autism Spectrum Disorders during Treatment by Wearable Technologies
por: Billeci, Lucia, et al.
Publicado: (2016)

White matter connectivity in children with autism spectrum disorders: a tract-based spatial statistics study
por: Billeci, Lucia, et al.
Publicado: (2012)

Are Fecal Metabolome and Microbiota Profiles Correlated with Autism Severity? A Cross-Sectional Study on ASD Preschoolers
por: Laghi, Luca, et al.
Publicado: (2021)

High-Risk Siblings without Autism: Insights from a Clinical and Eye-Tracking Study
por: Costanzo, Valeria, et al.
Publicado: (2022)

A Novel Mathematical Approach to Define the Genes/SNPs Conferring Risk or Protection in Sporadic Amyotrophic Lateral Sclerosis Based on Auto Contractive Map Neural Networks and Graph Theory
por: Buscema, Massimo, et al.
Publicado: (2012)

George Frankl: an undervalued voice in the history of autism
por: Muratori, Filippo, et al.
Publicado: (2020)

The Broad Autism (Endo)Phenotype: Neurostructural and Neurofunctional Correlates in Parents of Individuals with Autism Spectrum Disorders
por: Billeci, Lucia, et al.
Publicado: (2016)

Focusing on Autism Spectrum Disorder in Xia–Gibbs Syndrome: Description of a Female with High Functioning Autism and Literature Review
por: Della Vecchia, Stefania, et al.
Publicado: (2021)

Prevalence and Clinical Features of Celiac Disease in a Cohort of Italian Children with Autism Spectrum Disorders
por: Prosperi, Margherita, et al.
Publicado: (2021)

Prevalence of Autism Spectrum Disorder in a large Italian catchment area: a school-based population study within the ASDEU project
por: Narzisi, A., et al.
Publicado: (2018)

One-Class Support Vector Machines Identify the Language and Default Mode Regions As Common Patterns of Structural Alterations in Young Children with Autism Spectrum Disorders
por: Retico, Alessandra, et al.
Publicado: (2016)

Grammatical Comprehension in Italian Children with Autism Spectrum Disorder
por: Barsotti, Jessica, et al.
Publicado: (2020)

Vitamin D Status in Children with Autism Spectrum Disorders: Determinants and Effects of the Response to Probiotic Supplementation
por: Guiducci, Letizia, et al.
Publicado: (2022)

Temporal lobe connects regression and macrocephaly to autism spectrum disorders
por: Valvo, Giulia, et al.
Publicado: (2015)

Artificial neural networks allow the use of simultaneous measurements of Alzheimer Disease markers for early detection of the disease
por: Di Luca, Monica, et al.
Publicado: (2005)

Evaluation of Altered Functional Connections in Male Children With Autism Spectrum Disorders on Multiple-Site Data Optimized With Machine Learning
por: Spera, Giovanna, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_rs0c3gm0aq435f53juokl2qcin