Search Results - "Dekhil, Omar"
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Using resting state functional MRI to build a personalized autism diagnosis system
Published in PloS one (31-10-2018)“…Autism spectrum disorder (ASD) is a neuro-developmental disorder associated with social impairments, communication difficulties, and restricted and repetitive…”
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Journal Article -
2
A Personalized Autism Diagnosis CAD System Using a Fusion of Structural MRI and Resting-State Functional MRI Data
Published in Frontiers in psychiatry (04-07-2019)“…Autism spectrum disorder is a neuro-developmental disorder that affects the social abilities of the patients. Yet, the gold standard of autism diagnosis is the…”
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Journal Article -
3
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns
Published in Medical image analysis (01-02-2021)“…•Using dynamic functional connectivity to study the brain functional connectivity in the autistic subjects.•Providing novel algorithm to quantify brain over…”
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Journal Article -
4
A Comprehensive Framework for Differentiating Autism Spectrum Disorder From Neurotypicals by Fusing Structural MRI and Resting State Functional MRI
Published in Seminars in pediatric neurology (01-07-2020)“…Autism spectrum disorder is a neurodevelopmental disorder characterized by impaired social abilities and communication difficulties. The golden standard for…”
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Journal Article -
5
A Novel Framework for Grading Autism Severity Using Task-Based FMRI
Published in 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) (01-04-2020)“…Autism is a developmental disorder associated with difficulties in communication and social interaction. Currently, the gold standard in autism diagnosis is…”
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Conference Proceeding -
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Using resting state functional MRI to build a personalized autism diagnosis system
Published in 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) (01-04-2018)“…Autism spectrum disorder (ASD) is a neuro-developmental disorder that affects social functionality and communication abilities of affected subjects. Studying…”
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Conference Proceeding -
7
Deep Learning Based Method for Computer Aided Diagnosis of Diabetic Retinopathy
Published in 2019 IEEE International Conference on Imaging Systems and Techniques (IST) (01-12-2019)“…Diabetic retinopathy (DR) is a retinal disease caused by the high blood sugar levels that may damage and block the blood vessels feeding the retina. In the…”
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Conference Proceeding -
8
A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI
Published in 2019 IEEE International Conference on Imaging Systems and Techniques (IST) (01-12-2019)“…Autism is a developmental disorder associated with difficulties in communication and social interaction. Autism diagnostic observation schedule (ADOS) is…”
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Conference Proceeding -
9
A Novel Fully Automated CAD System for Left Ventricle Volume Estimation
Published in 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) (01-12-2018)“…Left ventricular (LV) volumes, and emptying and filling function remain important indices in conditions such as heart failure. These parameters are derived…”
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Conference Proceeding -
10
Functional Magnetic Resonance Imaging Based Framework for Autism Diagnosis
Published in 2019 Fifth International Conference on Advances in Biomedical Engineering (ICABME) (01-10-2019)“…In this paper, a novel framework for global diagnosis of autism spectrum disorder (ASD) using task-based functional MRI data is presented. A speech fMRI…”
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Conference Proceeding -
11
Autism Spectrum Disorder Diagnosis framework using Diffusion Tensor Imaging
Published in 2019 IEEE International Conference on Imaging Systems and Techniques (IST) (01-12-2019)“…Autism is a complex neurological disorder which affects behavioral and communication skills. Numerous studies were presented suggesting abnormal development of…”
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Conference Proceeding -
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Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI
Published in 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) (01-12-2018)“…Autism Spectrum Disorder, ASD, is prevalent lifelong mental disorder associated with difficulties i n s ocial interaction, communication skills, and behavioral…”
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Conference Proceeding