Using resting state functional MRI to build a personalized autism diagnosis system

Omar Dekhil, Hassan Hajjdiab, Ahmed Shalaby, +7

PLoS ONE

Machine LearningFunctional NeuroimagingSocial SciencesAutism Spectrum DisorderNeurodiversity +19

A Personalized Autism Diagnosis CAD System Using a Fusion of Structural MRI and Resting-State Functional MRI Data

Omar Dekhil, Mohamed T. Ali, Yaser ElNakieb, +11

Frontiers in Psychiatry

Structural MriNeuropsychologyFmri DataFunctional NeuroimagingSocial Sciences +19

A Comprehensive Framework for Differentiating Autism Spectrum Disorder From Neurotypicals by Fusing Structural MRI and Resting State Functional MRI

Omar Dekhil, Mohamed T. Ali, Reem Haweel, +11

Seminars in Pediatric Neurology

Structural MriNeuropsychologySocial SciencesAutism Spectrum DisorderNeurodiversity +18

The Role of Structure MRI in Diagnosing Autism

Mohamed T. Ali, Yaser ElNakieb, Ahmed Elnakib, +8

Diagnostics

Structure MriEngineeringMorphological AnomaliesAutism Spectrum DisorderMagnetic Resonance Imaging +16

Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging

Yaser ElNakieb, Mohamed T. Ali, Ahmed Soliman, +9

IEEE Access

NeuropsychologyDiagnosisBrain MappingDti Atlas-based SegmentationSocial Sciences +18

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

Yaser ElNakieb, Mohamed T. Ali, Ahmed Elnakib, +5

Bioengineering

EngineeringMachine LearningBrain OrganizationFunctional NeuroimagingAutism Spectrum Disorder +19

The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results

Yaser ElNakieb, Mohamed T. Ali, Ahmed Elnakib, +6

Sensors

NeuropsychologyBrain DevelopmentNeurophysiological BiomarkersSocial SciencesAutism Spectrum Disorder +19

Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces

Mohamed T. Ali, Yaser ElNakieb, Ahmed Shalaby, +6

Artificial IntelligenceEngineeringMachine LearningFeature SelectionAutism Spectrum Disorder +24

Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI

Yaser ElNakieb, Mohamed T. Ali, Omar Dekhil, +10

NeuropsychologyWhite MatterDiagnosisSocial SciencesAutism Spectrum Disorder +18

A personalized classification of behavioral severity of autism spectrum disorder using a comprehensive machine learning framework

Mohamed T. Ali, Ahmad Gebreil, Yaser ElNakieb, +7

Scientific Reports