Cargando…

The Role of Medical Image Modalities and AI in the Early Detection, Diagnosis and Grading of Retinal Diseases: A Survey

Traditional dilated ophthalmoscopy can reveal diseases, such as age-related macular degeneration (AMD), diabetic retinopathy (DR), diabetic macular edema (DME), retinal tear, epiretinal membrane, macular hole, retinal detachment, retinitis pigmentosa, retinal vein occlusion (RVO), and retinal artery...

Descripción completa

Detalles Bibliográficos
Autores principales:	Saleh, Gehad A., Batouty, Nihal M., Haggag, Sayed, Elnakib, Ahmed, Khalifa, Fahmi, Taher, Fatma, Mohamed, Mohamed Abdelazim, Farag, Rania, Sandhu, Harpal, Sewelam, Ashraf, El-Baz, Ayman
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9405367/ https://www.ncbi.nlm.nih.gov/pubmed/36004891 http://dx.doi.org/10.3390/bioengineering9080366

Ejemplares similares

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

Predicting the Level of Respiratory Support in COVID-19 Patients Using Machine Learning
por: Abdeltawab, Hisham, 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)

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

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

Multi-Stage Classification of Retinal OCT Using Multi-Scale Ensemble Deep Architecture
por: Akinniyi, Oluwatunmise, et al.
Publicado: (2023)

Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques
por: Yasser, Ibrahim, 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)

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

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

Early assessment of lung function in coronavirus patients using invariant markers from chest X-rays images
por: Elsharkawy, Mohamed, et al.
Publicado: (2021)

Multi-Stage Classification-Based Deep Learning for Gleason System Grading Using Histopathological Images
por: Hammouda, Kamal, et al.
Publicado: (2022)

Scale-adaptive model for detection and grading of age-related macular degeneration from color retinal fundus images
por: El-Den, Niveen Nasr, et al.
Publicado: (2023)

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

Kidney segmentation from DCE-MRI converging level set methods, fuzzy clustering and Markov random field modeling
por: El-Melegy, Moumen, et al.
Publicado: (2022)

Editorial: Artificial intelligence based computer-aided diagnosis applications for brain disorders from medical imaging data
por: Shalaby, Ahmed, et al.
Publicado: (2023)

Editorial: Artificial intelligence-based computer-aided diagnosis applications for brain disorders from medical imaging data, volume II
por: Khalifa, Fahmi, et al.
Publicado: (2023)

A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens
por: Hammouda, Kamal, et al.
Publicado: (2021)

Cloud-Based Monitoring of Thermal Anomalies in Industrial Environments Using AI and the Internet of Robotic Things
por: Ghazal, Mohammed, et al.
Publicado: (2020)

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

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

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

A pyramidal deep learning pipeline for kidney whole-slide histology images classification
por: Abdeltawab, Hisham, et al.
Publicado: (2021)

Author Correction: A pyramidal deep learning pipeline for kidney whole-slide histology images classification
por: Abdeltawab, Hisham, et al.
Publicado: (2021)

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)

Explainable AI and Multi-Modal Causability in Medicine
por: Holzinger, Andreas
Publicado: (2021)

Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey
por: Ayyad, Sarah M., et al.
Publicado: (2021)

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

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

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)

FIRE AND ICE: The quest for the perfect modality in atrial fibrillation ablation
por: Sayed, Mohamed, et al.
Publicado: (2016)

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

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

A deep learning framework for automated classification of histopathological kidney whole-slide images
por: Abdeltawab, Hisham A., et al.
Publicado: (2022)

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

Impaired aortic strain and distensibility by cardiac MRI in children with chronic kidney disease
por: Sobh, Donia M., et al.
Publicado: (2022)

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

Biomimetic cardiac tissue culture model (CTCM) to emulate cardiac physiology and pathophysiology ex vivo
por: Miller, Jessica M., et al.
Publicado: (2022)

Comment on: AI-supported modified risk staging for multiple myeloma cancer useful in real-world scenario
por: Khalil, Rania M., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_o8euo1qq456cdo122t986k0n1g