Cargando…

Understanding the Role of Connectivity Dynamics of Resting-State Functional MRI in the Diagnosis of Autism Spectrum Disorder: A Comprehensive Study

In addition to the standard observational assessment for autism spectrum disorder (ASD), recent advancements in neuroimaging and machine learning (ML) suggest a rapid and objective alternative using brain imaging. This work presents a pipelined framework, using functional magnetic resonance imaging...

Descripción completa

Detalles Bibliográficos
Autores principales:	ElNakieb, Yaser, Ali, Mohamed T., Elnakib, Ahmed, Shalaby, Ahmed, Mahmoud, Ali, Soliman, Ahmed, Barnes, Gregory Neal, El-Baz, Ayman
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9855190/ https://www.ncbi.nlm.nih.gov/pubmed/36671628 http://dx.doi.org/10.3390/bioengineering10010056

Ejemplares similares

The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results
por: ElNakieb, Yaser, et al.
Publicado: (2021)

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

A personalized classification of behavioral severity of autism spectrum disorder using a comprehensive machine learning framework
por: Ali, Mohamed T., et al.
Publicado: (2023)

Role of Artificial Intelligence for Autism Diagnosis Using DTI and fMRI: A Survey
por: Helmy, Eman, et al.
Publicado: (2023)

A Personalized Autism Diagnosis CAD System Using a Fusion of Structural MRI and Resting-State Functional MRI Data
por: Dekhil, Omar, et al.
Publicado: (2019)

Predicting the Level of Respiratory Support in COVID-19 Patients Using Machine Learning
por: Abdeltawab, Hisham, et al.
Publicado: (2022)

Using resting state functional MRI to build a personalized autism diagnosis system
por: Dekhil, Omar, et al.
Publicado: (2018)

Focal cortical dysplasias in autism spectrum disorders
por: Casanova, Manuel F, et al.
Publicado: (2013)

A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI)
por: El-Gamal, Fatma El-Zahraa A., et al.
Publicado: (2021)

Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images
por: Elgafi, Mahmoud, et al.
Publicado: (2022)

The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey
por: Elsharkawy, Mohamed, et al.
Publicado: (2022)

A Novel Framework for Early Detection of Hypertension using Magnetic Resonance Angiography
por: Kandil, Heba, et al.
Publicado: (2019)

Correction: Novel stochastic framework for automatic segmentation of human thigh MRI volumes and its applications in spinal cord injured individuals
por: Mesbah, Samineh, et al.
Publicado: (2019)

3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary
por: Shehata, Mohamed, et al.
Publicado: (2018)

Novel stochastic framework for automatic segmentation of human thigh MRI volumes and its applications in spinal cord injured individuals
por: Mesbah, Samineh, et al.
Publicado: (2019)

Neuroimmunologic and Neurotrophic Interactions in Autism Spectrum Disorders: Relationship to Neuroinflammation
por: Ohja, Kshama, et al.
Publicado: (2018)

Special Issue “Computer Aided Diagnosis Sensors”
por: El-Baz, Ayman, et al.
Publicado: (2022)

Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies
por: El-Baz, Ayman, et al.
Publicado: (2013)

Studying Autism Spectrum Disorder with Structural and Diffusion Magnetic Resonance Imaging: A Survey
por: Ismail, Marwa M. T., et al.
Publicado: (2016)

The Role of Radiomics and AI Technologies in the Segmentation, Detection, and Management of Hepatocellular Carcinoma
por: Fahmy, Dalia, et al.
Publicado: (2022)

Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks
por: Thomas, Rajat Mani, et al.
Publicado: (2020)

Resting State Functional Connectivity MRI among Spectral MEG Current Sources in Children on the Autism Spectrum
por: Datko, Michael, et al.
Publicado: (2016)

Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans
por: El-Baz, Ayman, et al.
Publicado: (2013)

Approaches to local connectivity in autism using resting state functional connectivity MRI
por: Maximo, Jose O., et al.
Publicado: (2013)

Precise Identification of Prostate Cancer from DWI Using Transfer Learning
por: Abdelmaksoud, Islam R., et al.
Publicado: (2021)

A Convolutional Neural Network-Based Connectivity Enhancement Approach for Autism Spectrum Disorder Detection
por: Benabdallah, Fatima Zahra, et al.
Publicado: (2023)

Resting-State Functional Connectivity in Autism Spectrum Disorders: A Review
por: Hull, Jocelyn V., et al.
Publicado: (2017)

Study of the C677T and 1298AC polymorphic genotypes of MTHFR Gene in autism spectrum disorder
por: El-baz, Farida, et al.
Publicado: (2017)

A Deep-Learning Framework for the Detection of Oil Spills from SAR Data
por: Shaban, Mohamed, et al.
Publicado: (2021)

Link-Level Functional Connectivity Neuroalterations in Autism Spectrum Disorder: A Developmental Resting-State fMRI Study
por: Borràs-Ferrís, Lluis, et al.
Publicado: (2019)

Corrigendum: Resting-State Functional Connectivity in Autism Spectrum Disorders: A Review
por: Hull, Jocelyn V., et al.
Publicado: (2018)

Sex Differences in Resting-State Functional Connectivity of the Cerebellum in Autism Spectrum Disorder
por: Smith, Rachel E. W., et al.
Publicado: (2019)

Narrowband Resting-State fNIRS Functional Connectivity in Autism Spectrum Disorder
por: Sun, Weiting, et al.
Publicado: (2021)

State of the Art: Lung Cancer Staging Using Updated Imaging Modalities
por: Batouty, Nihal M., et al.
Publicado: (2022)

Automated Diagnosis and Grading of Diabetic Retinopathy Using Optical Coherence Tomography
por: Sandhu, Harpal Singh, et al.
Publicado: (2018)

Early assessment of lung function in coronavirus patients using invariant markers from chest X-rays images
por: Elsharkawy, Mohamed, et al.
Publicado: (2021)

Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints
por: Sharafeldeen, Ahmed, et al.
Publicado: (2021)

Computer-Assisted Image Processing System for Early Assessment of Lung Nodule Malignancy
por: Shaffie, Ahmed, et al.
Publicado: (2022)

Altered intrinsic brain activity and connectivity in unaffected parents of individuals with autism spectrum disorder: a resting-state fMRI study
por: Zhu, Xiang-Wen, et al.
Publicado: (2022)

Impact of Imaging Biomarkers and AI on Breast Cancer Management: A Brief Review
por: Saleh, Gehad A., et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_84sl6lsf7bdjovpbfeotfdht8h