Gregory Barnes

14 papers B 4Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-based non-invasive imaging technologies for early autism spectrum disorder diagnosis: A short review and future directions.
Artif. Intell. Medicine
Mostafa Abdelrahim, Mohamed Khudri, Ahmed Elnakib, Mohamed Shehata, Kate Weafer, Ashraf Khalil, Gehad A. Saleh, Nihal M. Batouty, Mohammed Ghazal, Sohail Contractor, Gregory Barnes, Ayman El-Baz
2023 J jnl
Using Physiological Signals and Machine Learning Algorithms to Measure Attentiveness During Robot-Assisted Social Skills Intervention: A Case Study of Two Children with Autism Spectrum Disorder.
IEEE Instrum. Meas. Mag.
Karla Conn Welch, Robert Pennington, Saipruthvi Vanaparthy, Ha Manh Do, Rohit Narayanan, Dan O. Popa, Gregory Barnes, Grace Kuravackel
2022 B conf
Understanding Autism Using Machine Learning: A Structural MRI Study.
ICPR
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz
2021 — conf
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn.
ISBI
Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Noha A. Seada, Said Ghoniemy, Gregory Barnes, Ayman El-Baz
2021 J jnl
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns.
Medical Image Anal.
Omar Dekhil, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Maiying Kong, Gregory Barnes, Adel Elmaghraby, Ayman El-Baz
2020 — conf
A Novel Framework for Grading Autism Severity Using Task-Based FMRI.
ISBI
Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Robert Keynton, Gregory Barnes, Ayman El-Baz
2019 — conf
A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI.
IST
Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
2018 — conf
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports.
MICCAI (3)
Omar Dekhil, Mohamed T. Ali, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
2018 — conf
Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI.
ISSPIT
Yaser A. Elnakieb, Mohamed T. Ali, Omar Dekhil, Mohamed E. Khalefa, Ahmed Soliman, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Hassan Hajjdiab, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
2018 B conf
Towards Personalized Autism Diagnosis: Promising Results.
ICPR
Yaser A. Elnakieb, Matthew Nitzken, Ahmed Shalaby, Omar Dekhil, Ali Mahmoud, Andy Switala, Adel Elmaghraby, Robert Keynton, Mohammed Ghazal, Ashraf Khalil, Gregory Barnes, Ayman El-Baz
2018 — conf
Using resting state functional MRI to build a personalized autism diagnosis system.
ISBI
Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
2017 B conf
A new deep-learning approach for early detection of shape variations in autism using structural mri.
ICIP
Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz
2017 — conf
A novel CAD system for autism diagnosis using structural and functional MRI.
ISBI
Omar Dekhil, M. Ismail, Ahmed Shalaby, Andrew E. Switala, Adel Said Elmaghraby, Robert Keynton, Georgy L. Gimel'farb, Gregory Barnes, Ayman El-Baz
2017 B conf
A novel CAD system for local and global early diagnosis of Alzheimer's disease based on PIB-PET scans.
ICIP
Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Mohammed Ghazal, Ahmed Atwan, Gregory Barnes, Manuel F. Casanova, Robert Keynton, Ayman S. El-Baz