Gregory Barnes

University of Louisville — United States

Neuroscience · Life Sciences

27h-index2.0kcitations162works5.02yr avg
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Research Topics

Autism Spectrum Disorder Research(35), Functional Brain Connectivity Studies(25), Genetics and Neurodevelopmental Disorders(24), Epilepsy research and treatment(11), Neuroscience and Neuropharmacology Research(10)

Publications162 total

Cerebellar Abnormalities: A Component of Autism Pathophysiology
Medicina·2026Open Access
AI-based non-invasive imaging technologies for early autism spectrum disorder diagnosis: A short review and future directions
Artificial Intelligence in Medicine·2025· 6 cited
Precision Diagnosis of Autism Through Resting FMRI and Machine Learning
2024· 3 cited
Cannabidiol is a behavioral modulator in BTBR mouse model of idiopathic autism
Frontiers in Neuroscience·2024· 11 citedOpen Access
A personalized classification of behavioral severity of autism spectrum disorder using a comprehensive machine learning framework
Scientific Reports·2023· 15 citedOpen Access
Role of Artificial Intelligence for Autism Diagnosis Using DTI and fMRI: A Survey
Biomedicines·2023· 43 citedOpen Access
Understanding the Role of Connectivity Dynamics of Resting-State Functional MRI in the Diagnosis of Autism Spectrum Disorder: A Comprehensive Study
Bioengineering·2023· 27 citedOpen Access
Understanding Autism Using Machine Learning: A Structural MRI Study
2022 26th International Conference on Pattern Recognition (ICPR)·2022
Potential Cross Talk between Autism Risk Genes and Neurovascular Molecules: A Pilot Study on Impact of Blood Brain Barrier Integrity
Cells·2022· 17 citedOpen Access
The Role of Structure MRI in Diagnosing Autism
Diagnostics·2022· 38 citedOpen Access
The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results
Sensors·2021· 26 citedOpen Access
Speech characteristics of children with ASD to a humanoid robot and peers
The Journal of the Acoustical Society of America·2021
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI)
Sensors·2021· 7 citedOpen Access
Potential crosstalk between sonic hedgehog‐WNT signaling and neurovascular molecules: Implications for blood–brain barrier integrity in autism spectrum disorder
Journal of Neurochemistry·2021· 37 citedOpen Access
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn
2021· 7 cited
Contributors
Elsevier eBooks·2021
Epilepsy
2021
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study
IEEE Access·2021· 24 citedOpen Access
Extract image markers of autism using hierarchical feature selection technique
Elsevier eBooks·2021· 3 cited
Identifying brain pathological abnormalities of autism for classification using diffusion tensor imaging
Elsevier eBooks·2021· 3 cited
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Frequent Co-authors

Ayman El‐Baz(25), Mohammed Ghazal(18), Ahmed Shalaby(17), Ali Mahmoud(15), Robert Keynton(14), Fred R. Volkmar(12), Benjamin Aaronson(12), Omar Dekhil(11), Mohamed T. Ali(10), Andrew E. Switala(10), Moira Lewis(9), Hope Morris(9), Yaser ElNakieb(9), Ahmed Soliman(9), Diane M. Lickenbrock(8), Manuel F. Casanova(8), Jessica Rohrer(6), Brian Reichow(6), Paul Wehman(6), Jun Cai(6)