Cargando…

A general prediction model for the detection of ADHD and Autism using structural and functional MRI

This work presents a novel method for learning a model that can diagnose Attention Deficit Hyperactivity Disorder (ADHD), as well as Autism, using structural texture and functional connectivity features obtained from 3-dimensional structural magnetic resonance imaging (MRI) and 4-dimensional resting...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sen, Bhaskar, Borle, Neil C., Greiner, Russell, Brown, Matthew R. G.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2018
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5903601/ https://www.ncbi.nlm.nih.gov/pubmed/29664902 http://dx.doi.org/10.1371/journal.pone.0194856

Ejemplares similares

Using Functional or Structural Magnetic Resonance Images and Personal Characteristic Data to Identify ADHD and Autism
por: Ghiassian, Sina, et al.
Publicado: (2016)

Kernel Principal Component Analysis for dimensionality reduction in fMRI-based diagnosis of ADHD
por: Sidhu, Gagan S., et al.
Publicado: (2012)

ADHD-200 Global Competition: diagnosing ADHD using personal characteristic data can outperform resting state fMRI measurements
por: Brown, Matthew R. G., et al.
Publicado: (2012)

Structural Covariance Networks in Children with Autism or ADHD
por: Bethlehem, R. A. I., et al.
Publicado: (2017)

Neurocognitive and cerebellar function in ADHD, autism and spinocerebellar ataxia
por: Cundari, Maurizio, et al.
Publicado: (2023)

Improving the detection of autism spectrum disorder by combining structural and functional MRI information
por: Rakić, Mladen, et al.
Publicado: (2020)

Recent Increase in Autism and ADHD: True or Inflated?
por: Yoo, Hee Jeong
Publicado: (2013)

Neuropsychological Characteristics of Children with Mixed Autism and ADHD
por: Colombi, Costanza, et al.
Publicado: (2017)

Diagnosis and treatment of children and adolescents with autism and ADHD
por: Hatch, Burt, et al.
Publicado: (2022)

Heart Rate Variability in Children and Adolescents with Autism, ADHD and Co-occurring Autism and ADHD, During Passive and Active Experimental Conditions
por: Bellato, Alessio, et al.
Publicado: (2021)

Differences in Cortical Structure and Functional MRI Connectivity in High Functioning Autism
por: Pereira, Alessandra M., et al.
Publicado: (2018)

The Role of Structure MRI in Diagnosing Autism
por: Ali, Mohamed T., et al.
Publicado: (2022)

The Autism–Tics, ADHD and other Comorbidities inventory (A-TAC): previous and predictive validity
por: Mårland, Caroline, et al.
Publicado: (2017)

Use of machine learning for behavioral distinction of autism and ADHD
por: Duda, M, et al.
Publicado: (2016)

Differentiating neural reward responsiveness in autism versus ADHD
por: Kohls, Gregor, et al.
Publicado: (2014)

Awake functional MRI detects neural circuit dysfunction in a mouse model of autism
por: Tsurugizawa, Tomokazu, et al.
Publicado: (2020)

Dissociation in performance of children with ADHD and high-functioning autism on a task of sustained attention
por: Johnson, Katherine A., et al.
Publicado: (2007)

Atypical Development of Attentional Control Associates with Later Adaptive Functioning, Autism and ADHD Traits
por: Hendry, Alexandra, et al.
Publicado: (2020)

Latent Structure of Combined Autistic and ADHD Symptoms in Clinical and General Population Samples: A Scoping Review
por: Krakowski, Aneta D., et al.
Publicado: (2021)

Neuron Membrane Trafficking and Protein Kinases Involved in Autism and ADHD
por: Kitagishi, Yasuko, et al.
Publicado: (2015)

The neuroanatomical substrates of autism and ADHD and their link to putative genomic underpinnings
por: Berg, Lisa M., et al.
Publicado: (2023)

Disorder-Specific Predictive Classification of Adolescents with Attention Deficit Hyperactivity Disorder (ADHD) Relative to Autism Using Structural Magnetic Resonance Imaging
por: Lim, Lena, et al.
Publicado: (2013)

Empirical examination of executive functioning, ADHD associated behaviors, and functional impairments in adults with persistent ADHD, remittent ADHD, and without ADHD
por: Roselló, Belén, et al.
Publicado: (2020)

Extreme Learning Machine-Based Classification of ADHD Using Brain Structural MRI Data
por: Peng, Xiaolong, et al.
Publicado: (2013)

Efficacy of tPBM on ADHD symptoms and Executive Function Deficits in Adults with high-functioning Autism Spectrum Disorder
por: Ceranoglu, T.A., et al.
Publicado: (2022)

Structural brain MRI studies in autism spectrum disorder
por: Petrović, J. M., et al.
Publicado: (2023)

Single-participant structural similarity matrices lead to greater accuracy in classification of participants than function in autism in MRI
por: Leming, Matthew J., et al.
Publicado: (2021)

The effect of stimulants on irritability in autism comorbid with ADHD: a systematic review
por: Ghanizadeh, Ahmad, et al.
Publicado: (2019)

Crowdsourced validation of a machine-learning classification system for autism and ADHD
por: Duda, M, et al.
Publicado: (2017)

Pharmacotherapy of ADHD in Adults With Autism Spectrum Disorder: Effectiveness and Side Effects
por: Muit, J. J., et al.
Publicado: (2019)

A Review on the Mechanism Between Different Factors and the Occurrence of Autism and ADHD
por: Xi, Tingting, et al.
Publicado: (2021)

Genetic Overlap Between ADHD and Autism and Biochemical Factors Affecting It [Letter]
por: Sahito, Abdul Moiz, et al.
Publicado: (2021)

Sleep in adults with autism spectrum disorder and adhd: A meta-analysis
por: Ramos-Quiroga, J.A.
Publicado: (2021)

Exploring the causal effects of genetic liability to ADHD and Autism on Alzheimer’s disease
por: Pagoni, Panagiota, et al.
Publicado: (2022)

Autism and ADHD: A Literature Review Regarding Their Impacts on Parental Divorce
por: Anchesi, Smeralda Diandra, et al.
Publicado: (2023)

Developmental signs of ADHD and autism: a prospective investigation in 3623 children
por: Cervin, Matti
Publicado: (2022)

Distinct Frontoparietal Brain Dynamics Underlying the Co-Occurrence of Autism and ADHD
por: Watanabe, Daichi, et al.
Publicado: (2023)

Bibliometric Analysis of Research Themes and Trends of the Co-Occurrence of Autism and ADHD
por: Liu, Annan, et al.
Publicado: (2023)

Functional MRI connectivity of children with autism and low verbal and cognitive performance
por: Gabrielsen, Terisa P., et al.
Publicado: (2018)

Distinct neural signatures detected for ADHD subtypes after controlling for micro-movements in resting state functional connectivity MRI data
por: Fair, Damien A., et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_iirbhjfl5mrn5ihaabbs290mrh