Cargando…

Role of Artificial Intelligence for Autism Diagnosis Using DTI and fMRI: A Survey

Autism spectrum disorder (ASD) is a wide range of diseases characterized by difficulties with social skills, repetitive activities, speech, and nonverbal communication. The Centers for Disease Control (CDC) estimates that 1 in 44 American children currently suffer from ASD. The current gold standard...

Descripción completa

Detalles Bibliográficos
Autores principales:	Helmy, Eman, Elnakib, Ahmed, ElNakieb, Yaser, Khudri, Mohamed, Abdelrahim, Mostafa, Yousaf, Jawad, Ghazal, Mohammed, Contractor, Sohail, Barnes, Gregory Neal, El-Baz, Ayman
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10376963/ https://www.ncbi.nlm.nih.gov/pubmed/37509498 http://dx.doi.org/10.3390/biomedicines11071858

Ejemplares similares

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)

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

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)

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

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

A Personalized Autism Diagnosis CAD System Using a Fusion of Structural MRI and Resting-State Functional MRI Data
por: Dekhil, Omar, et al.
Publicado: (2019)

The Role of Radiomics and AI Technologies in the Segmentation, Detection, and Management of Hepatocellular Carcinoma
por: Fahmy, Dalia, et al.
Publicado: (2022)

Impact of Imaging Biomarkers and AI on Breast Cancer Management: A Brief Review
por: Saleh, Gehad A., et al.
Publicado: (2023)

Role of AI and Radiomic Markers in Early Diagnosis of Renal Cancer and Clinical Outcome Prediction: A Brief Review
por: Shehata, Mohamed, et al.
Publicado: (2023)

Application of DTI and fMRI in moyamoya disease
por: Hao, Xiaokuan, et al.
Publicado: (2022)

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

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

Contrasting brain patterns of writing-related DTI parameters, fMRI connectivity, and DTI–fMRI connectivity correlations in children with and without dysgraphia or dyslexia
por: Richards, T.L., et al.
Publicado: (2015)

Simultaneous fMRI-EEG-DTI recording of MMN in patients with schizophrenia
por: Kirino, Eiji, et al.
Publicado: (2019)

Exploring Neoadjuvant Chemotherapy, Predictive Models, Radiomic, and Pathological Markers in Breast Cancer: A Comprehensive Review
por: Elsayed, Basma, et al.
Publicado: (2023)

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

Neuroimmunologic and Neurotrophic Interactions in Autism Spectrum Disorders: Relationship to Neuroinflammation
por: Ohja, Kshama, et al.
Publicado: (2018)

Verbal Memory in Parkinson’s Disease: A Combined DTI and fMRI Study
por: Lucas-Jiménez, Olaia, et al.
Publicado: (2015)

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

Brain-based sex differences in autism spectrum disorder across the lifespan: A systematic review of structural MRI, fMRI, and DTI findings
por: Walsh, Melissa J.M., et al.
Publicado: (2021)

Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans
por: El-Baz, Ayman, et al.
Publicado: (2013)

Study of the C677T and 1298AC polymorphic genotypes of MTHFR Gene in autism spectrum disorder
por: El-baz, Farida, et al.
Publicado: (2017)

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)

The ionic DTI model (iDTI) of dynamic diffusion tensor imaging (dDTI)
por: Makris, Nikos, et al.
Publicado: (2014)

Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images
por: Elgafi, Mahmoud, et al.
Publicado: (2022)

Predicting Recurrence of Non-Muscle-Invasive Bladder Cancer: Current Techniques and Future Trends
por: Shalata, Aya T., et al.
Publicado: (2022)

Brain effective connectome based on fMRI and DTI data: Bayesian causal learning and assessment
por: Bagheri, Abdolmahdi, et al.
Publicado: (2023)

AutoDTI++: deep unsupervised learning for DTI prediction by autoencoders
por: Sajadi, Seyedeh Zahra, et al.
Publicado: (2021)

A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI
por: Haweel, Reem, et al.
Publicado: (2021)

Influence of pentoxifylline on gene expression of PAG1/ miR-1206/ SNHG14 in ischemic heart disease
por: Abd el-Aziz, Ahlam, et al.
Publicado: (2021)

Characterizing relationships of DTI, fMRI, and motor recovery in stroke rehabilitation utilizing brain-computer interface technology
por: Song, Jie, et al.
Publicado: (2014)

Interhemispheric Functional and Structural Disconnection in Alzheimer’s Disease: A Combined Resting-State fMRI and DTI Study
por: Wang, Zhiqun, et al.
Publicado: (2015)

Tracking the Re-organization of Motor Functions After Disconnective Surgery: A Longitudinal fMRI and DTI Study
por: Rosazza, Cristina, et al.
Publicado: (2018)

Functional and Structural Architectures of Allocentric and Egocentric Spatial Coding in Aging: A Combined DTI and fMRI Study
por: Derbie, Abiot Y., et al.
Publicado: (2022)

Altered Structural and Functional Abnormalities of Hippocampus in Classical Trigeminal Neuralgia: A Combination of DTI and fMRI Study
por: Tan, Yongming, et al.
Publicado: (2022)

Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies
por: El-Baz, Ayman, et al.
Publicado: (2013)

Role of Optical Coherence Tomography Imaging in Predicting Progression of Age-Related Macular Disease: A Survey
por: Elsharkawy, Mohamed, et al.
Publicado: (2021)

Potential Cross Talk between Autism Risk Genes and Neurovascular Molecules: A Pilot Study on Impact of Blood Brain Barrier Integrity
por: Jagadapillai, Rekha, et al.
Publicado: (2022)

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)

Development and Evaluation of a Novel Deep-Learning-Based Framework for the Classification of Renal Histopathology Images
por: Abu Haeyeh, Yasmine, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_14m8nprb290fnsj79kruj5sllo