Cargando…

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

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 autism diagnostic observation schedule (ADOS). In this study, we are implementing a computer-aided diagnosis system that utilizes structural...

Descripción completa

Detalles Bibliográficos
Autores principales:	Dekhil, Omar, Ali, Mohamed, El-Nakieb, Yaser, Shalaby, Ahmed, Soliman, Ahmed, Switala, Andrew, Mahmoud, Ali, Ghazal, Mohammed, Hajjdiab, Hassan, Casanova, Manuel F., Elmaghraby, Adel, Keynton, Robert, El-Baz, Ayman, Barnes, Gregory
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2019
Materias:	Psychiatry
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6620533/ https://www.ncbi.nlm.nih.gov/pubmed/31333507 http://dx.doi.org/10.3389/fpsyt.2019.00392

Ejemplares similares

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

Understanding the Role of Connectivity Dynamics of Resting-State Functional MRI in the Diagnosis of Autism Spectrum Disorder: A Comprehensive Study
por: ElNakieb, Yaser, et al.
Publicado: (2023)

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

A Novel CNN-Based CAD System for Early Assessment of Transplanted Kidney Dysfunction
por: Abdeltawab, Hisham, et al.
Publicado: (2019)

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)

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

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)

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

Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN
por: Naglah, Ahmed, et al.
Publicado: (2021)

A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules
por: Shaffie, Ahmed, et al.
Publicado: (2018)

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

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

Deep Learning Role in Early Diagnosis of Prostate Cancer
por: Reda, Islam, et al.
Publicado: (2018)

3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models
por: Khalifa, Fahmi, et al.
Publicado: (2017)

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

A fast stochastic framework for automatic MR brain images segmentation
por: Ismail, Marwa, et al.
Publicado: (2017)

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)

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)

A novel technology to integrate imaging and clinical markers for non-invasive diagnosis of lung cancer
por: Shaffie, Ahmed, et al.
Publicado: (2021)

A Novel Early Diagnosis System for Mild Cognitive Impairment Based on Local Region Analysis: A Pilot Study
por: El-Gamal, Fatma E. A., et al.
Publicado: (2018)

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

Laws of Conservation as Related to Brain Growth, Aging, and Evolution: Symmetry of the Minicolumn
por: Casanova, Manuel F., et al.
Publicado: (2011)

A convolutional neural network for the screening and staging of diabetic retinopathy
por: Shaban, Mohamed, et al.
Publicado: (2020)

A novel computer-aided diagnosis system for the early detection of hypertension based on cerebrovascular alterations
por: Kandil, Heba, et al.
Publicado: (2019)

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

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

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

An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images
por: Haggag, Sayed, et al.
Publicado: (2021)

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

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

Targeted Gold Nanoparticle–Oligonucleotide Contrast Agents in Combination with a New Local Voxel-Wise MRI Analysis Algorithm for In Vitro Imaging of Triple-Negative Breast Cancer
por: Chauhan, Rajat, et al.
Publicado: (2019)

How AI Can Help in the Diagnostic Dilemma of Pulmonary Nodules
por: Fahmy, Dalia, et al.
Publicado: (2022)

Effects of Transcranial Magnetic Stimulation Therapy on Evoked and Induced Gamma Oscillations in Children with Autism Spectrum Disorder
por: Casanova, Manuel F., et al.
Publicado: (2020)

A Novel Computer-Aided Diagnostic System for Early Detection of Diabetic Retinopathy Using 3D-OCT Higher-Order Spatial Appearance Model
por: Elsharkawy, Mohamed, et al.
Publicado: (2022)

Neuroimmunologic and Neurotrophic Interactions in Autism Spectrum Disorders: Relationship to Neuroinflammation
por: Ohja, Kshama, 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)

Variational Approach for Joint Kidney Segmentation and Registration from DCE-MRI Using Fuzzy Clustering with Shape Priors
por: El-Melegy, Moumen, et al.
Publicado: (2022)

A novel computer-aided diagnostic system for accurate detection and grading of liver tumors
por: Alksas, Ahmed, et al.
Publicado: (2021)

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

A novel approach for automatic visualization and activation detection of evoked potentials induced by epidural spinal cord stimulation in individuals with spinal cord injury
por: Mesbah, Samineh, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_uopk5vf1amqravlraa1k6tg0kq